Jimmy Lin

According to our database, Jimmy Lin authored at least 557 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of three.
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2024

Toward Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

ACM Trans. Inf. Syst., March, 2024

MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems.

Nandan Thakur, Suleman Kazi, Ge Luo, Jimmy Lin, Amin Ahmad

CoRR, 2024

Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes?

Jimmy Lin

CoRR, 2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models.

Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li

CoRR, 2024

Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism.

Shi Zong, Jimmy Lin

CoRR, 2024

Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track.

Ronak Pradeep, Nandan Thakur, Sahel Sharifymoghaddam, Eric Zhang, Ryan Nguyen, Daniel Campos, Nick Craswell, Jimmy Lin

CoRR, 2024

Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models.

Manveer Singh Tamber, Jasper Xian, Jimmy Lin

CoRR, 2024

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation.

Raphael Tang, Xinyu Zhang, Lixinyu Xu, Yao Lu, Wenyan Li, Pontus Stenetorp, Jimmy Lin, Ferhan Ture

CoRR, 2024

UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor.

Shivani Upadhyay, Ronak Pradeep, Nandan Thakur, Nick Craswell, Jimmy Lin

CoRR, 2024

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution.

Minghan Li, Xilun Chen, Ari Holtzman, Beidi Chen, Jimmy Lin, Wen-tau Yih, Xi Victoria Lin

CoRR, 2024

UniRAG: Universal Retrieval Augmentation for Multi-Modal Large Language Models.

Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen, Jimmy Lin

CoRR, 2024

LLMs Can Patch Up Missing Relevance Judgments in Evaluation.

Shivani Upadhyay, Ehsan Kamalloo, Jimmy Lin

CoRR, 2024

FLAME: Factuality-Aware Alignment for Large Language Models.

Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen

CoRR, 2024

Vector Search with OpenAI Embeddings: Lucene Is All You Need.

Jasper Xian, Tommaso Teofili, Ronak Pradeep, Jimmy Lin

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Reflections on the Coding Ability of LLMs for Analyzing Market Research Surveys.

Shi Zong, Santosh Kolagati, Amit Chaudhary, Josh Seltzer, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR.

Nandan Thakur, Luiz Bonifacio, Maik Fröbe, Alexander Bondarenko, Ehsan Kamalloo, Martin Potthast, Matthias Hagen, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

On Backbones and Training Regimes for Dense Retrieval in African Languages.

Akintunde Oladipo, Mofetoluwa Adeyemi, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Fine-Tuning LLaMA for Multi-Stage Text Retrieval.

Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Towards Robust QA Evaluation via Open LLMs.

Ehsan Kamalloo, Shivani Upadhyay, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses.

Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

CIRAL: A Test Collection for CLIR Evaluations in African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Abdul-Hakeem Omotayo, Idris Abdulmumin, Naome A. Etori, Toyib Babatunde Musa, Samuel Fanijo, Oluwabusayo Olufunke Awoyomi, Saheed Abdullahi Salahudeen, Labaran Adamu Mohammed, Daud Olamide Abolade, Falalu Ibrahim Lawan, Maryam Sabo Abubakar, Ruqayya Nasir Iro, Amina Abubakar Imam, Shafie Abdi Mohamed, Hanad Mohamud Mohamed, Tunde Oluwaseyi Ajayi, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers?

Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders.

Crystina Zhang, Minghan Li, Jimmy Lin

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval.

Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models.

Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Toward Automatic Relevance Judgment using Vision-Language Models for Image-Text Retrieval Evaluation.

Jheng-Hong Yang, Jimmy Lin

Proceedings of The First Workshop on Large Language Models for Evaluation in Information Retrieval (LLM4Eval 2024) co-located with 10th International Conference on Online Publishing (SIGIR 2024), 2024

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval.

Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation.

Nandan Thakur, Luiz Bonifacio, Crystina Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation.

Raphael Tang, Crystina Zhang, Lixinyu Xu, Yao Lu, Wenyan Li, Pontus Stenetorp, Jimmy Lin, Ferhan Ture

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models.

Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeffrey Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Unifying Multimodal Retrieval via Document Screenshot Embedding.

Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model.

Ronak Pradeep, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2024

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems.

Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification.

Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations.

Joel Mackenzie, Andrew Trotman, Jimmy Lin

ACM Trans. Inf. Syst., October, 2023

A Dense Representation Framework for Lexical and Semantic Matching.

Sheng-Chieh Lin, Jimmy Lin

ACM Trans. Inf. Syst., October, 2023

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval.

Sheng-Chieh Lin, Minghan Li, Jimmy Lin

Trans. Assoc. Comput. Linguistics, 2023

MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages.

Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

Trans. Assoc. Comput. Linguistics, 2023

Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models.

Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin

CoRR, 2023

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation.

Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

CoRR, 2023

Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models.

Xinyu Zhang, Sebastian Hofstätter, Patrick S. H. Lewis, Raphael Tang, Jimmy Lin

CoRR, 2023

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

CoRR, 2023

Searching Dense Representations with Inverted Indexes.

Jimmy Lin, Tommaso Teofili

CoRR, 2023

What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations.

Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture

CoRR, 2023

End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene.

Haonan Chen, Carlos Lassance, Jimmy Lin

CoRR, 2023

Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers.

Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky

CoRR, 2023

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models.

Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

CoRR, 2023

RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

CoRR, 2023

Unsupervised Chunking with Hierarchical RNN.

Zijun Wu, Anup Anand Deshmukh, Yongkang Wu, Jimmy Lin, Lili Mou

CoRR, 2023

Approximating Human-Like Few-shot Learning with GPT-based Compression.

Cynthia Huang, Yuqing Xie, Zhiying Jiang, Jimmy Lin, Ming Li

CoRR, 2023

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution.

Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin

CoRR, 2023

Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard.

Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin

CoRR, 2023

Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain.

Vanessa Liao, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin

CoRR, 2023

SmartProbe: A Virtual Moderator for Market Research Surveys.

Josh Seltzer, Jiahua Pan, Kathy Cheng, Yuxiao Sun, Santosh Kolagati, Jimmy Lin, Shi Zong

CoRR, 2023

Zero-Shot Listwise Document Reranking with a Large Language Model.

Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin

CoRR, 2023

Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction.

Xinyu Zhang, Minghan Li, Jimmy Lin

CoRR, 2023

Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks.

Shi Zong, Josh Seltzer, Jiahua Pan, Kathy Cheng, Jimmy Lin

CoRR, 2023

TREC2023 AToMiC Overview.

Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

TREC 2023 - h2oloo in the Product Search Challenge.

Jheng-Hong Yang, Jimmy Lin

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

Naverloo @ TREC Deep Learning and Neuclir 2023: As Easy as Zero, One, Two, Three - Cascading Dual Encoders, Mono, Duo, and Listo for Ad-Hoc Retrieval.

Carlos Lassance, Ronak Pradeep, Jimmy Lin

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

Overview of the TREC 2023 Deep Learning Track.

Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Hossein A. Rahmani, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, Ian Soboroff

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search.

Wei Zhong, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation.

Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval.

Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes.

Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

MMEAD: MS MARCO Entity Annotations and Disambiguations.

Chris Kamphuis, Aileen Lin, Siwen Yang, Jimmy Lin, Arjen P. de Vries, Faegheh Hasibi

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Enhancing Sparse Retrieval via Unsupervised Learning.

Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Crystina Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Jimmy Lin

Proceedings of the Working Notes of FIRE 2023, 2023

CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Jimmy Lin

Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023

How Does Generative Retrieval Scale to Millions of Passages?

Ronak Pradeep, Kai Hui, Jai Gupta, Ádám D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Better Quality Pre-training Data and T5 Models for African Languages.

Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia, Abraham Toluwase Owodunni, Odunayo Ogundepo, David Ifeoluwa Adelani, Jimmy Lin

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval.

Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval.

Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face.

Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering.

Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2023

PyGaggle: A Gaggle of Resources for Open-Domain Question Answering.

Ronak Pradeep, Haonan Chen, Lingwei Gu, Manveer Singh Tamber, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2023

Answer Retrieval for Math Questions Using Structural and Dense Retrieval.

Wei Zhong, Yuqing Xie, Jimmy Lin

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes.

Xueguang Ma, Tommaso Teofili, Jimmy Lin

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers.

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

What the DAAM: Interpreting Stable Diffusion Using Cross Attention.

Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Pontus Stenetorp, Jimmy Lin, Ferhan Ture

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration.

Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval.

Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Evaluating Embedding APIs for Information Retrieval.

Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors.

Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Precise Zero-Shot Dense Retrieval without Relevance Labels.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Building a Culture of Reproducibility in Academic Research.

Jimmy Lin

CoRR, 2022

Less is More: Parameter-Free Text Classification with Gzip.

Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin

CoRR, 2022

On the Interaction Between Differential Privacy and Gradient Compression in Deep Learning.

Jimmy Lin

CoRR, 2022

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages.

Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

CoRR, 2022

Query Expansion Using Contextual Clue Sampling with Language Models.

Linqing Liu, Minghan Li, Jimmy Lin, Sebastian Riedel, Pontus Stenetorp

CoRR, 2022

Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers.

Odunayo Ogundepo, Xinyu Zhang, Jimmy Lin

CoRR, 2022

What the DAAM: Interpreting Stable Diffusion Using Cross Attention.

Raphael Tang, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Jimmy Lin, Ferhan Ture

CoRR, 2022

Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval.

Sheng-Chieh Lin, Minghan Li, Jimmy Lin

CoRR, 2022

Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers.

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

CoRR, 2022

Domain Adaptation for Memory-Efficient Dense Retrieval.

Nandan Thakur, Nils Reimers, Jimmy Lin

CoRR, 2022

Towards Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

CoRR, 2022

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval.

Wei Zhong, Jheng-Hong Yang, Jimmy Lin

CoRR, 2022

Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

CoRR, 2022

Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models?

Ellen M. Voorhees, Ian Soboroff, Jimmy Lin

CoRR, 2022

Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini.

Josh Devins, Julie Tibshirani, Jimmy Lin

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval.

Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang

Proceedings of the Thirty-First Text REtrieval Conference, 2022

Overview of the TREC 2022 Deep Learning Track.

Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, Ian Soboroff

Proceedings of the Thirty-First Text REtrieval Conference, 2022

Too Many Relevants: Whither Cranfield Test Collections?

Ellen M. Voorhees, Nick Craswell, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods.

Andrew Trotman, Joel Mackenzie, Pradeesh Parameswaran, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Flipping the Script: Inverse Information Seeking Dialogues for Market Research.

Josh Seltzer, Kathy Cheng, Shi Zong, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching.

Ronak Pradeep, Yilin Li, Yuetong Wang, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2.

Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Another Look at Information Retrieval as Statistical Translation.

Yuqi Liu, Chengcheng Hu, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards.

Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers.

Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Few-Shot Non-Parametric Learning with Deep Latent Variable Model.

Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Integration of text and geospatial search for hydrographic datasets using the lucene search library.

Matthew Y. R. Yang, Siwen Yang, Jimmy Lin

Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

Temporal Early Exiting for Streaming Speech Commands Recognition.

Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin

Proceedings of the IEEE International Conference on Acoustics, 2022

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval.

Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Improving Precancerous Case Characterization via Transformer-based Ensemble Learning.

Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale.

Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages.

Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking.

Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing.

Peng Shi, Rui Zhang, He Bai, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup.

Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking.

Ronak Pradeep, Yuqi Liu, Xinyu Zhang, Yilin Li, Andrew Yates, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

Another Look at DPR: Reproduction of Training and Replication of Retrieval.

Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study.

Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the Advances in Information Retrieval, 2022

REBL: Entity Linking at Scale (prototype).

Chris Kamphuis, Faegheh Hasibi, Jimmy Lin, Arjen P. de Vries

Proceedings of the Third International Conference on Design of Experimental Search & Information REtrieval Systems, 2022

Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF.

Wei Zhong, Yuqing Xie, Jimmy Lin

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Pseudo-Relevance Feedback with Dense Retrievers in Pyserini.

Hang Li, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the 26th Australasian Document Computing Symposium, 2022

VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks.

Sankeerth Durvasula, Raymond Kiguru, Samarth Mathur, Jenny Xu, Jimmy Lin, Nandita Vijaykumar

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

Pretrained Transformers for Text Ranking: BERT and Beyond

Jimmy Lin, Rodrigo Frassetto Nogueira, Andrew Yates

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02181-7, 2021

Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting.

Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

ACM Trans. Inf. Syst., 2021

A proposed conceptual framework for a representational approach to information retrieval.

Jimmy Lin

SIGIR Forum, 2021

The proper care and feeding of CAMELS: How limited training data affects streamflow prediction.

Martin Gauch, Juliane Mai, Jimmy Lin

Environ. Model. Softw., 2021

Fostering Community Engagement through Datathon Events: The Archives Unleashed Experience.

Samantha Fritz, Ian Milligan, Nick Ruest, Jimmy Lin

Digit. Humanit. Q., 2021

Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking.

Jheng-Hong Yang, Xueguang Ma, Jimmy Lin

CoRR, 2021

Densifying Sparse Representations for Passage Retrieval by Representational Slicing.

Sheng-Chieh Lin, Jimmy Lin

CoRR, 2021

Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation.

Joel Mackenzie, Andrew Trotman, Jimmy Lin

CoRR, 2021

Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering.

Minghan Li, Jimmy Lin

CoRR, 2021

Cross-Lingual Training with Dense Retrieval for Document Retrieval.

Peng Shi, Rui Zhang, He Bai, Jimmy Lin

CoRR, 2021

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval.

Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin

CoRR, 2021

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques.

Jimmy Lin, Xueguang Ma

CoRR, 2021

A Replication Study of Dense Passage Retriever.

Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin

CoRR, 2021

Investigating the Limitations of the Transformers with Simple Arithmetic Tasks.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Jimmy Lin

CoRR, 2021

Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations.

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

CoRR, 2021

The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models.

Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

CoRR, 2021

Overview of the TREC 2021 Deep Learning Track.

Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin

Proceedings of the Thirtieth Text REtrieval Conference, 2021

PYA0: A Python Toolkit for Accessible Math-Aware Search.

Wei Zhong, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Chatty Goose: A Python Framework for Conversational Search.

Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Pretrained Transformers for Text Ranking: BERT and Beyond.

Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations.

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard.

Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling.

Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MS MARCO: Benchmarking Ranking Models in the Large-Data Regime.

Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval.

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

The Simplest Thing That Can Possibly Work: (Pseudo-)Relevance Feedback via Text Classification.

Xiao Han, Yuqi Liu, Jimmy Lin

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking.

Yue Zhang, Chengcheng Hu, Yuqi Liu, Hui Fang, Jimmy Lin

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

Voice Query Auto Completion.

Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval.

Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Contextualized Query Embeddings for Conversational Search.

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering.

Minghan Li, Ming Li, Kun Xiong, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach.

Anup Anand Deshmukh, Qianqiu Zhang, Ming Li, Jimmy Lin, Lili Mou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers.

Xinyu Zhang, Andrew Yates, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2021

Don't Change Me! User-Controllable Selective Paraphrase Generation.

Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression.

Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Rescuing historical climate observations to support hydrological research: a case study of solar radiation data.

Ogundepo Odunayo, Naveela N. Sookoo, Gautam Bathla, Anthony Cavallin, Bhaleka D. Persaud, Kathy Szigeti, Philippe Van Cappellen, Jimmy Lin

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications.

Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Serverless BM25 Search and BERT Reranking.

Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens.

Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing.

Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Exploring Listwise Evidence Reasoning with T5 for Fact Verification.

Kelvin Jiang, Ronak Pradeep, Jimmy Lin

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2.

He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

Scientific Claim Verification with VerT5erini.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021

Segatron: Segment-Aware Transformer for Language Modeling and Understanding.

He Bai, Peng Shi, Jimmy Lin, Yuqing Xie, Luchen Tan, Kun Xiong, Wen Gao, Ming Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

The ubiquity of large graphs and surprising challenges of graph processing: extended survey.

Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu

VLDB J., 2020

Navigation-based candidate expansion and pretrained language models for citation recommendation.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin

Scientometrics, 2020

Building community at distance: a datathon during COVID-19.

Samantha Fritz, Ian Milligan, Nick Ruest, Jimmy Lin

Digit. Libr. Perspect., 2020

Inserting Information Bottlenecks for Attribution in Transformers.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

CoRR, 2020

Distilling Dense Representations for Ranking using Tightly-Coupled Teachers.

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

CoRR, 2020

Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures.

Minghan Li, He Bai, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

CoRR, 2020

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network.

Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter

CoRR, 2020

Howl: A Deployed, Open-Source Wake Word Detection System.

Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking, Jofish Kaye, Jimmy Lin

CoRR, 2020

To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation.

Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin

CoRR, 2020

A Data Scientist's Guide to Streamflow Prediction.

Martin Gauch, Jimmy Lin

CoRR, 2020

Generalized Optimal Sparse Decision Trees.

Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer

CoRR, 2020

Query Reformulation using Query History for Passage Retrieval in Conversational Search.

Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

CoRR, 2020

SegaBERT: Pre-training of Segment-aware BERT for Language Understanding.

He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Ming Li

CoRR, 2020

Rapidly Bootstrapping a Question Answering Dataset for COVID-19.

Raphael Tang, Rodrigo Frassetto Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin

CoRR, 2020

Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned.

Edwin Zhang, Nikhil Gupta, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Jimmy Lin

CoRR, 2020

Semantics of the Unwritten.

He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li

CoRR, 2020

Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models.

Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

CoRR, 2020

TTTTTackling WinoGrande Schemas.

Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

CoRR, 2020

Document Ranking with a Pretrained Sequence-to-Sequence Model.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Jimmy Lin

CoRR, 2020

Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents.

Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin

CoRR, 2020

A Prototype of Serverless Lucene.

Jimmy Lin

CoRR, 2020

Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering.

Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.

Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine.

Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

TREC 2020 Notebook: CAsT Track.

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

A Lightweight Environment for Learning Experimental IR Research Practices.

Zeynep Akkalyoncu Yilmaz, Charles L. A. Clarke, Jimmy Lin

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format.

Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT.

Ashutosh Adhikari, Achyudh Ram, Raphael Tang, William L. Hamilton, Jimmy Lin

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

SimClusters: Community-Based Representations for Heterogeneous Recommendations at Twitter.

Venu Satuluri, Yao Wu, Xun Zheng, Yilei Qian, Brian Wichers, Qieyun Dai, Gui Ming Tang, Jerry Jiang, Jimmy Lin

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

The Archives Unleashed Project: Technology, Process, and Community to Improve Scholarly Access to Web Archives.

Nick Ruest, Jimmy Lin, Ian Milligan, Samantha Fritz

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

An Open-Source Interface to the Canadian Surface Prediction Archive.

Martin Gauch, James Bai, Juliane Mai, Jimmy Lin

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Content-Based Exploration of Archival Images Using Neural Networks.

Tobi Adewoye, Xiao Han, Nick Ruest, Ian Milligan, Samantha Fritz, Jimmy Lin

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures.

Zhengkai Tu, Wei Yang, Zihang Fu, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

Generalized and Scalable Optimal Sparse Decision Trees.

Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer

Proceedings of the 37th International Conference on Machine Learning, 2020

A Little Bit Is Worse Than None: Ranking with Limited Training Data.

Xinyu Zhang, Andrew Yates, Jimmy Lin

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset.

Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin

Proceedings of the First Workshop on Scholarly Document Processing, 2020

Early Exiting BERT for Efficient Document Ranking.

Ji Xin, Rodrigo Frassetto Nogueira, Yaoliang Yu, Jimmy Lin

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Cross-Lingual Training of Neural Models for Document Ranking.

Peng Shi, He Bai, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Document Ranking with a Pretrained Sequence-to-Sequence Model.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Inserting Information Bottleneck for Attribution in Transformers.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Cydex: Neural Search Infrastructure for the Scholarly Literature.

Shane Ding, Edwin Zhang, Jimmy Lin

Proceedings of the First Workshop on Scholarly Document Processing, 2020

Reproducibility is a Process, Not an Achievement: The Replicability of IR Reproducibility Experiments.

Jimmy Lin, Qian Zhang

Proceedings of the Advances in Information Retrieval, 2020

Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants.

Chris Kamphuis, Arjen P. de Vries, Leonid Boytsov, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2020

From MAXSCORE to Block-Max Wand: The Story of How Lucene Significantly Improved Query Evaluation Performance.

Adrien Grand, Robert Muir, Jim Ferenczi, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2020

Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models.

Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Flexible IR Pipelines with Capreolus.

Andrew Yates, Kevin Martin Jose, Xinyu Zhang, Jimmy Lin

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Update Delivery Mechanisms for Prospective Information Needs: A Reproducibility Study.

Royal Sequiera, Luchen Tan, Yinan Zhang, Jimmy Lin

Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

We Could, but Should We?: Ethical Considerations for Providing Access to GeoCities and Other Historical Digital Collections.

Jimmy Lin, Ian Milligan, Douglas W. Oard, Nick Ruest, Katie Shilton

Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

Evaluating Pretrained Transformer Models for Citation Recommendation.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin

Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference.

Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Showing Your Work Doesn't Always Work.

Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data.

Hamidreza Shahidi, Ming Li, Jimmy Lin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

The neural hype, justified!: a recantation.

Jimmy Lin

SIGIR Forum, 2019

Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits.

Achyudh Ram, Ji Xin, Meiyappan Nagappan, Yaoliang Yu, Rocío Cabrera Lozoya, Antonino Sabetta, Jimmy Lin

CoRR, 2019

Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation for Pretrained Models.

Linqing Liu, Huan Wang, Jimmy Lin, Richard Socher, Caiming Xiong

CoRR, 2019

What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning.

Jaejun Lee, Raphael Tang, Jimmy Lin

CoRR, 2019

Cross-Lingual Relevance Transfer for Document Retrieval.

Peng Shi, Jimmy Lin

CoRR, 2019

Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks.

Yinan Zhang, Raphael Tang, Jimmy Lin

CoRR, 2019

Multi-Stage Document Ranking with BERT.

Rodrigo Frassetto Nogueira, Wei Yang, Kyunghyun Cho, Jimmy Lin

CoRR, 2019

The Performance Envelope of Inverted Indexing on Modern Hardware.

Jimmy Lin, Lori Paniak, Gordon Boerke

CoRR, 2019

Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors.

Tommaso Teofili, Jimmy Lin

CoRR, 2019

The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification.

Jimmy Lin

CoRR, 2019

DocBERT: BERT for Document Classification.

Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin

CoRR, 2019

Document Expansion by Query Prediction.

Rodrigo Frassetto Nogueira, Wei Yang, Jimmy Lin, Kyunghyun Cho

CoRR, 2019

Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering.

Wei Yang, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

CoRR, 2019

Simple BERT Models for Relation Extraction and Semantic Role Labeling.

Peng Shi, Jimmy Lin

CoRR, 2019

Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.

Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin

CoRR, 2019

Simple Applications of BERT for Ad Hoc Document Retrieval.

Wei Yang, Haotian Zhang, Jimmy Lin

CoRR, 2019

Matching Entities Across Different Knowledge Graphs with Graph Embeddings.

Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas

CoRR, 2019

Query and Answer Expansion from Conversation History.

Jheng-Hong Yang, Sheng-Chieh Lin, Chuan-Ju Wang, Jimmy Lin, Ming-Feng Tsai

Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models.

Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms.

Ferhan Türe, Jinfeng Rao, Raphael Tang, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems.

Raphael Tang, Ferhan Türe, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

The Impact of Score Ties on Repeatability in Document Ranking.

Jimmy Lin, Peilin Yang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

University of Waterloo Docker Images for OSIRRC at SIGIR 2019.

Ryan Clancy, Zeynep Akkalyoncu Yilmaz, Ze Zhong Wu, Jimmy Lin

Proceedings of the Open-Source IR Replicability Challenge co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Information Retrieval Meets Scalable Text Analytics: Solr Integration with Spark.

Ryan Clancy, Jaejun Lee, Zeynep Akkalyoncu Yilmaz, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Solr Integration in the Anserini Information Retrieval Toolkit.

Ryan Clancy, Toke Eskildsen, Nick Ruest, Jimmy Lin

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Overview of the 2019 Open-Source IR Replicability Challenge (OSIRRC 2019).

Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu

Proceedings of the Open-Source IR Replicability Challenge co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

The SIGIR 2019 Open-Source IR Replicability Challenge (OSIRRC 2019).

Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

End-to-End Open-Domain Question Answering with BERTserini.

Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features.

Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Simple Attention-Based Representation Learning for Ranking Short Social Media Posts.

Peng Shi, Jinfeng Rao, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Rethinking Complex Neural Network Architectures for Document Classification.

Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Scalable Content-Based Analysis of Images in Web Archives with TensorFlow and the Archives Unleashed Toolkit.

Hsiu-Wei Yang, Linqing Liu, Ian Milligan, Nick Ruest, Jimmy Lin

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Warclight: A Rails Engine for Web Archive Discovery.

Nick Ruest, Ian Milligan, Jimmy Lin

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Building Community and Tools for Analyzing Web Archives Through Datathons.

Ian Milligan, Nathalie Casemajor, Samantha Fritz, Jimmy Lin, Nick Ruest, Matthew S. Weber, Nicholas Worby

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

The Archives Unleashed Notebook: Madlibs for Jumpstarting Scholarly Exploration of Web Archives.

Ryan Deschamps, Nick Ruest, Jimmy Lin, Samantha Fritz, Ian Milligan

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

The Cost of a WARC: Analyzing Web Archives in the Cloud.

Ryan Deschamps, Samantha Fritz, Jimmy Lin, Ian Milligan, Nick Ruest

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Universal voice-enabled user interfaces using JavaScript.

Jaejun Lee, Raphael Tang, Jimmy Lin

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval.

Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Applying BERT to Document Retrieval with Birch.

Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Aligning Cross-Lingual Entities with Multi-Aspect Information.

Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons.

Ji Xin, Jimmy Lin, Yaoliang Yu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling.

Jinfeng Rao, Linqing Liu, Yi Tay, Hsiu-Wei Yang, Peng Shi, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling.

Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting.

Jaejun Lee, Raphael Tang, Jimmy Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Simple Techniques for Cross-Collection Relevance Feedback.

Ruifan Yu, Yuhao Xie, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2019

Reproducing and Generalizing Semantic Term Matching in Axiomatic Information Retrieval.

Peilin Yang, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2019

Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper.

Allison B. McCoy, Dean F. Sittig, Jimmy Lin, Adam Wright

Proceedings of the AMIA 2019, 2019

Natural Language Generation for Effective Knowledge Distillation.

Raphael Tang, Yao Lu, Jimmy Lin

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search.

Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Summarization.

Jimmy Lin

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

The Neural Hype and Comparisons Against Weak Baselines.

Jimmy Lin

SIGIR Forum, 2018

Anserini: Reproducible Ranking Baselines Using Lucene.

Peilin Yang, Hui Fang, Jimmy Lin

ACM J. Data Inf. Qual., 2018

Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook.

Frank Hopfgartner, Allan Hanbury, Henning Müller, Ivan Eggel, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Jimmy Lin, Jayashree Kalpathy-Cramer, Noriko Kando, Makoto P. Kato, Anastasia Krithara, Tim Gollub, Martin Potthast, Evelyne Viegas, Simon Mercer

ACM J. Data Inf. Qual., 2018

Scale Up or Scale Out for Graph Processing?

Jimmy Lin

IEEE Internet Comput., 2018

Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks.

Raphael Tang, Gefei Yang, Hong Wei, Yajie Mao, Ferhan Türe, Jimmy Lin

CoRR, 2018

FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks.

Raphael Tang, Ashutosh Adhikari, Jimmy Lin

CoRR, 2018

Progress and Tradeoffs in Neural Language Models.

Raphael Tang, Jimmy Lin

CoRR, 2018

JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis.

Jaejun Lee, Raphael Tang, Jimmy Lin

CoRR, 2018

Adaptive Pruning of Neural Language Models for Mobile Devices.

Raphael Tang, Jimmy Lin

CoRR, 2018

Repeatability Corner Cases in Document Ranking: The Impact of Score Ties.

Jimmy Lin, Peilin Yang

CoRR, 2018

In-Browser Split-Execution Support for Interactive Analytics in the Cloud.

Kareem El Gebaly, Jimmy Lin

CoRR, 2018

Query Driven Algorithm Selection in Early Stage Retrieval.

Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

H2oloo at TREC 2018: Cross-Collection Relevance Transfer for the Common Core Track.

Ruifan Yu, Yuhao Xie, Jimmy Lin

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Overview of the TREC 2018 Real-Time Summarization Track.

Royal Sequiera, Luchen Tan, Jimmy Lin

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter.

Peilin Yang, Srikanth Thiagarajan, Jimmy Lin

Proceedings of the 2018 International Conference on Management of Data, 2018

What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems.

Jinfeng Rao, Ferhan Türe, Jimmy Lin

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Update Delivery Mechanisms for Prospective Information Needs: An Analysis of Attention in Mobile Users.

Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

The Evolution of Content Analysis for Personalized Recommendations at Twitter.

Ajeet Grewal, Jimmy Lin

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures.

Zhucheng Tu, Mengping Li, Jimmy Lin

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks.

Salman Mohammed, Peng Shi, Jimmy Lin

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities.

Yiyun Liang, Zhucheng Tu, Laetitia Huang, Jimmy Lin

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform.

Jinfeng Rao, Ferhan Türe, Jimmy Lin

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting.

Raphael Tang, Weijie Wang, Zhucheng Tu, Jimmy Lin

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Residual Learning for Small-Footprint Keyword Spotting.

Raphael Tang, Jimmy Lin

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

RecService: Distributed Real-Time Graph Processing at Twitter.

Ajeet Grewal, Jerry Jiang, Gary Lam, Tristan Jung, Lohith Vuddemarri, Quannan Li, Aaditya Landge, Jimmy Lin

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Computing without Servers, V8, Rocket Ships, and Other Batsh*t Crazy Ideas in Data Systems.

Jimmy Lin

Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia.

Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Serverless Data Analytics with Flint.

Youngbin Kim, Jimmy Lin

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing.

Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu

Proc. VLDB Endow., 2017

Warcbase: Scalable Analytics Infrastructure for Exploring Web Archives.

Jimmy Lin, Ian Milligan, Jeremy Wiebe, Alice Zhou

ACM Journal on Computing and Cultural Heritage, 2017

The role of index compression in score-at-a-time query evaluation.

Jimmy Lin, Andrew Trotman

Inf. Retr. J., 2017

The Lambda and the Kappa.

Jimmy Lin

IEEE Internet Comput., 2017

In Defense of MapReduce.

Jimmy Lin

IEEE Internet Comput., 2017

Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting.

Raphael Tang, Jimmy Lin

CoRR, 2017

The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing: A User Survey.

Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu

CoRR, 2017

An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures.

Zhucheng Tu, Matt Crane, Royal Sequiera, Junchen Zhang, Jimmy Lin

CoRR, 2017

Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering.

Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin

CoRR, 2017

Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams.

Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Türe, Royal Sequiera, Salman Mohammed, Jimmy Lin

CoRR, 2017

Distant Supervision for Topic Classification of Tweets in Curated Streams.

Salman Mohammed, Nimesh Ghelani, Jimmy Lin

CoRR, 2017

Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems.

Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin

CoRR, 2017

Ten Blue Links on Mars.

Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, Adam Roegiest

Proceedings of the 26th International Conference on World Wide Web, 2017

Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams.

Yulu Wang, Jimmy Lin

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation.

Matt Crane, J. Shane Culpepper, Jimmy Lin, Joel M. Mackenzie, Andrew Trotman

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Topic Shifts Between Two US Presidential Administrations.

Ziquan Wang, Borui Lin, Ian Milligan, Jimmy Lin

Proceedings of the 2017 Web Archiving & Digital Libraries Workshop (WADL 2017), 2017

Overview of the TREC 2017 Real-Time Summarization Track.

Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan, Nimesh Ghelani, Mustafa Abualsaud, Richard McCreadie, Dmitrijs Milajevs, Ellen M. Voorhees

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

In-Browser Interactive SQL Analytics with Afterburner.

Kareem El Gebaly, Jimmy Lin

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering.

Haotian Zhang, Jinfeng Rao, Jimmy Lin, Mark D. Smucker

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Anserini: Enabling the Use of Lucene for Information Retrieval Research.

Peilin Yang, Hui Fang, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization.

Luchen Tan, Gaurav Baruah, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Finally, a Downloadable Test Collection of Tweets.

Royal Sequiera, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems.

Adam Roegiest, Luchen Tan, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Experiments with Convolutional Neural Network Models for Answer Selection.

Jinfeng Rao, Hua He, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Event Detection on Curated Tweet Streams.

Nimesh Ghelani, Salman Mohammed, Shine Wang, Jimmy Lin

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017.

Leif Azzopardi, Matt Crane, Hui Fang, Grant Ingersoll, Jimmy Lin, Yashar Moshfeghi, Harrisen Scells, Peilin Yang, Guido Zuccon

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.

Babak Ehteshami Bejnordi, Jimmy Lin, Ben Glass, Maeve Mullooly, Gretchen L. Gierach, Mark E. Sherman, Nico Karssemeijer, Jeroen van der Laak, Andrew H. Beck

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Mining the Temporal Statistics of Query Terms for Searching Social Media Posts.

Jinfeng Rao, Ferhan Türe, Xing Niu, Jimmy Lin

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Quantization in Append-Only Collections.

Salman Mohammed, Matt Crane, Jimmy Lin

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

An Exploration of Serverless Architectures for Information Retrieval.

Matt Crane, Jimmy Lin

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

The Pareto Frontier of Utility Models as a Framework for Evaluating Push Notification Systems.

Gaurav Baruah, Jimmy Lin

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Do We Need Specialized Graph Databases?: Benchmarking Real-Time Social Networking Applications.

Anil Pacaci, Alice Zhou, Jimmy Lin, M. Tamer Özsu

Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017

An Insight Extraction System on BioMedical Literature with Deep Neural Networks.

Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen White, Jimmy Lin

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks.

Jinfeng Rao, Ferhan Türe, Hua He, Oliver Jojic, Jimmy Lin

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries.

Gaurav Baruah, Richard McCreadie, Jimmy Lin

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Comparative Assessment of Alignment Algorithms for NGS Data: Features, Considerations, Implementations, and Future.

Carol Shen, Tony Shen, Jimmy Lin

Proceedings of the Algorithms for Next-Generation Sequencing Data, Techniques, 2017

2016

NScale: neighborhood-centric large-scale graph analytics in the cloud.

Abdul Quamar, Amol Deshpande, Jimmy Lin

VLDB J., 2016

GraphJet: Real-Time Content Recommendations at Twitter.

Aneesh Sharma, Jerry Jiang, Praveen Bommannavar, Brian Larson, Jimmy Lin

Proc. VLDB Endow., 2016

Sapphire: Querying RDF Data Made Simple.

Ahmed El-Roby, Khaled Ammar, Ashraf Aboulnaga, Jimmy Lin

Proc. VLDB Endow., 2016

The Future of Big Data Is ... JavaScript?

Jimmy Lin, Kareem El Gebaly

IEEE Internet Comput., 2016

Searching from Mars.

Jimmy Lin, Charles L. A. Clarke, Gaurav Baruah

IEEE Internet Comput., 2016

The Effects of Latency Penalties in Evaluating Push Notification Systems.

Luchen Tan, Jimmy Lin, Adam Roegiest, Charles L. A. Clarke

CoRR, 2016

Afterburner: The Case for In-Browser Analytics.

Kareem El Gebaly, Jimmy Lin

CoRR, 2016

Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems.

J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin

CoRR, 2016

Overview of the TREC 2016 Real-Time Summarization Track.

Jimmy Lin, Adam Roegiest, Luchen Tan, Richard McCreadie, Ellen M. Voorhees, Fernando Diaz

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Sampling Strategies and Active Learning for Volume Estimation.

Haotian Zhang, Jimmy Lin, Gordon V. Cormack, Mark D. Smucker

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

An Exploration of Evaluation Metrics for Mobile Push Notifications.

Luchen Tan, Adam Roegiest, Jimmy Lin, Charles L. A. Clarke

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Simple Dynamic Emission Strategies for Microblog Filtering.

Luchen Tan, Adam Roegiest, Charles L. A. Clarke, Jimmy Lin

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Platform for Streaming Push Notifications to Mobile Assessors.

Adam Roegiest, Luchen Tan, Jimmy Lin, Charles L. A. Clarke

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams.

Xin Qian, Jimmy Lin, Adam Roegiest

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time.

Cody Buntain, Jimmy Lin

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement.

Hua He, John Wieting, Kevin Gimpel, Jinfeng Rao, Jimmy Lin

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Estimating topical volume in social media streams.

Praveen Bommannavar, Jimmy Lin, Anand Rajaraman

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Evaluating Search Among Secrets.

Douglas W. Oard, Katie Shilton, Jimmy Lin

Proceedings of the Seventh International Workshop on Evaluating Information Access, 2016

Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement.

Hua He, Jimmy Lin

Proceedings of the NAACL HLT 2016, 2016

Prizm: A Wireless Access Point for Proxy-Based Web Lifelogging.

Jimmy Lin, Zhucheng Tu, Michael Rose, Patrick White

Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016

Content Selection and Curation for Web Archiving: The Gatekeepers vs. the Masses.

Ian Milligan, Nick Ruest, Jimmy Lin

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Desiderata for Exploratory Search Interfaces to Web Archives in Support of Scholarly Activities.

Andrew Jackson, Jimmy Lin, Ian Milligan, Nick Ruest

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Temporal Query Expansion Using a Continuous Hidden Markov Model.

Jinfeng Rao, Jimmy Lin

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Retrievability in API-Based "Evaluation as a Service".

Jiaul H. Paik, Jimmy Lin

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Rank-at-a-Time Query Processing.

Ahmed Elbagoury, Matt Crane, Jimmy Lin

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Total Recall: Blue Sky on Mars.

Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, Adam Roegiest

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Compressing and Decoding Term Statistics Time Series.

Jinfeng Rao, Xing Niu, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2016

Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge.

Jimmy Lin, Matt Crane, Andrew Trotman, Jamie Callan, Ishan Chattopadhyaya, John Foley, Grant Ingersoll, Craig MacDonald, Sebastiano Vigna

Proceedings of the Advances in Information Retrieval, 2016

Exploring and Discovering Archive-It Collections with Warcbase.

Ian Milligan, Jimmy Lin, Jeremy Wiebe, Alice Zhou

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks.

Jinfeng Rao, Hua He, Jimmy Lin

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Optimizing Nugget Annotations with Active Learning.

Gaurav Baruah, Haotian Zhang, Rakesh Guttikonda, Jimmy Lin, Mark D. Smucker, Olga Vechtomova

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Discovering key moments in social media streams.

Cody Buntain, Jimmy Lin, Jennifer Golbeck

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

In Vacuo and In Situ Evaluation of SIMD Codecs.

Andrew Trotman, Jimmy Lin

Proceedings of the 21st Australasian Document Computing Symposium, 2016

Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems.

J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin

Proceedings of the 21st Australasian Document Computing Symposium, 2016

2015

Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars.

Hua He, Jimmy Lin, Adam Lopez

Trans. Assoc. Comput. Linguistics, 2015

Report on the Evaluation-as-a-Service (EaaS) Expert Workshop.

Frank Hopfgartner, Allan Hanbury, Henning Müller, Noriko Kando, Simon Mercer, Jayashree Kalpathy-Cramer, Martin Potthast, Tim Gollub, Anastasia Krithara, Jimmy Lin, Krisztian Balog, Ivan Eggel

SIGIR Forum, 2015

Report on the SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR).

Jaime Arguello, Matt Crane, Fernando Diaz, Jimmy Lin, Andrew Trotman

SIGIR Forum, 2015

Is Big Data a Transient Problem?

Jimmy Lin

IEEE Internet Comput., 2015

Evaluation-as-a-Service: Overview and Outlook.

Allan Hanbury, Henning Müller, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Ivan Eggel, Tim Gollub, Frank Hopfgartner, Jayashree Kalpathy-Cramer, Noriko Kando, Anastasia Krithara, Jimmy Lin, Simon Mercer, Martin Potthast

CoRR, 2015

Learning to Discover Key Moments in Social Media Streams.

Cody Buntain, Jimmy Lin, Jennifer Golbeck

CoRR, 2015

Scaling Down Distributed Infrastructure on Wimpy Machines for Personal Web Archiving.

Jimmy Lin

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Overview of the TREC-2015 Microblog Track.

Jimmy Lin, Miles Efron, Garrick Sherman, Yulu Wang, Ellen M. Voorhees

Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Assessor Differences and User Preferences in Tweet Timeline Generation.

Yulu Wang, Garrick Sherman, Jimmy Lin, Miles Efron

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR).

Jaime Arguello, Fernando Diaz, Jimmy Lin, Andrew Trotman

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics.

Dean F. Sittig, Allison B. McCoy, Adam Wright, Jimmy Lin

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Identifying Duplicate and Contradictory Information in Wikipedia.

Sarah Weissman, Samet Ayhan, Joshua Bradley, Jimmy Lin

Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

The Sum of All Human Knowledge in Your Pocket: Full-Text Searchable Wikipedia on a Raspberry Pi.

Jimmy Lin

Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

The Feasibility of Brute Force Scans for Real-Time Tweet Search.

Yulu Wang, Jimmy Lin

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Anytime Ranking for Impact-Ordered Indexes.

Jimmy Lin, Andrew Trotman

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Building a Self-Contained Search Engine in the Browser.

Jimmy Lin

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks.

Hua He, Kevin Gimpel, Jimmy Lin

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search.

Jinfeng Rao, Jimmy Lin, Miles Efron

Proceedings of the Advances in Information Retrieval, 2015

2014

Exploiting Representations from Statistical Machine Translation for Cross-Language Information Retrieval.

Ferhan Türe, Jimmy Lin

ACM Trans. Inf. Syst., 2014

Runtime Optimizations for Tree-Based Machine Learning Models.

Nima Asadi, Jimmy Lin, Arjen P. de Vries

IEEE Trans. Knowl. Data Eng., 2014

NScale: Neighborhood-centric Analytics on Large Graphs.

Abdul Quamar, Amol Deshpande, Jimmy Lin

Proc. VLDB Endow., 2014

Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs.

Pankaj Gupta, Venu Satuluri, Ajeet Grewal, Siva Gurumurthy, Volodymyr Zhabiuk, Quannan Li, Jimmy Lin

Proc. VLDB Endow., 2014

Summingbird: A Framework for Integrating Batch and Online MapReduce Computations.

P. Oscar Boykin, Sam Ritchie, Ian O'Connell, Jimmy Lin

Proc. VLDB Endow., 2014

On the Feasibility and Implications of Self-Contained Search Engines in the Browser.

Jimmy Lin

CoRR, 2014

Learning to efficiently rank on big data.

Lidan Wang, Jimmy Lin, Donald Metzler, Jiawei Han

Proceedings of the 23rd International World Wide Web Conference, 2014

Information network or social network?: the structure of the twitter follow graph.

Seth A. Myers, Aneesh Sharma, Pankaj Gupta, Jimmy Lin

Proceedings of the 23rd International World Wide Web Conference, 2014

Infrastructure for supporting exploration and discovery in web archives.

Jimmy Lin, Milad Gholami, Jinfeng Rao

Proceedings of the 23rd International World Wide Web Conference, 2014

Infrastructure support for evaluation as a service.

Jimmy Lin, Miles Efron

Proceedings of the 23rd International World Wide Web Conference, 2014

Overview of the TREC-2014 Microblog Track.

Jimmy Lin, Yulu Wang, Miles Efron, Garrick Sherman

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

On run diversity in Evaluation as a Service.

Ellen M. Voorhees, Jimmy Lin, Miles Efron

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Old dogs are great at new tricks: column stores for ir prototyping.

Hannes Mühleisen, Thaer Samar, Jimmy Lin, Arjen P. de Vries

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Temporal feedback for tweet search with non-parametric density estimation.

Miles Efron, Jimmy Lin, Jiyin He, Arjen P. de Vries

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Visual analytics of MOOCs at maryland.

Zhengzheng Xu, Dan Goldwasser, Benjamin B. Bederson, Jimmy Lin

Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Using visualizations to monitor changes and harvest insights from a global-scale logging infrastructure at Twitter.

Krist Wongsuphasawat, Jimmy Lin

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Partitioning strategies for spatio-textual similarity join.

Jinfeng Rao, Jimmy Lin, Hanan Samet

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014

Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems.

K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin

Proceedings of the 17th International Conference on Extending Database Technology, 2014

The Impact of Future Term Statistics in Real-Time Tweet Search.

Yulu Wang, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2014

Column Stores as an IR Prototyping Tool.

Hannes Mühleisen, Thaer Samar, Jimmy Lin, Arjen P. de Vries

Proceedings of the Advances in Information Retrieval, 2014

Supporting "Distant Reading" for Web Archives.

Jimmy Lin, Kari Kraus, Ricardo L. Punzalan

Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Cumulative Citation Recommendation: A Feature-Aware Comparison of Approaches.

Gebrekirstos G. Gebremeskel, Jiyin He, Arjen P. de Vries, Jimmy Lin

Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

Do recommendations matter?: news recommendation in real life.

Alan Said, Alejandro Bellogín, Jimmy Lin, Arjen P. de Vries

Proceedings of the Computer Supported Cooperative Work, 2014

2013

Fast candidate generation for real-time tweet search with bloom filter chains.

Nima Asadi, Jimmy Lin

ACM Trans. Inf. Syst., 2013

Evaluation as a service for information retrieval.

Jimmy Lin, Miles Efron

SIGIR Forum, 2013

Hone: "Scaling Down" Hadoop on Shared-Memory Systems.

K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin

Proc. VLDB Endow., 2013

Document vector representations for feature extraction in multi-stage document ranking.

Nima Asadi, Jimmy Lin

Inf. Retr., 2013

Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections

Nima Asadi, Jimmy Lin

CoRR, 2013

Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms

Jimmy Lin

CoRR, 2013

Mapreduce is Good Enough?If All You Have is a Hammer, Throw Away Everything That's Not a Nail!

Jimmy Lin

Big Data, 2013

WTF: the who to follow service at Twitter.

Pankaj Gupta, Ashish Goel, Jimmy Lin, Aneesh Sharma, Dong Wang, Reza Zadeh

Proceedings of the 22nd International World Wide Web Conference, 2013

Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation.

Vladimir Eidelman, Ke Wu, Ferhan Türe, Philip Resnik, Jimmy Lin

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Overview of the TREC-2013 Microblog Track.

Jimmy Lin, Miles Efron

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks.

Alejandro Bellogín, Gebrekirstos G. Gebremeskel, Jiyin He, Alan Said, Thaer Samar, Arjen P. de Vries, Jimmy Lin, Jeroen B. P. Vuurens

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Fast data in the era of big data: Twitter's real-time related query suggestion architecture.

Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, Jimmy Lin

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Flat vs. hierarchical phrase-based translation models for cross-language information retrieval.

Ferhan Türe, Jimmy Lin

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures.

Nima Asadi, Jimmy Lin

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs.

Hua He, Jimmy Lin, Adam Lopez

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Dynamic memory allocation policies for postings in real-time Twitter search.

Nima Asadi, Jimmy Lin, Michael Busch

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Visualizing the "Pulse" of World Cities on Twitter.

Miguel Rios, Jimmy Lin

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Training Efficient Tree-Based Models for Document Ranking.

Nima Asadi, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2013

A month in the life of a production news recommender system.

Alan Said, Jimmy Lin, Alejandro Bellogín, Arjen P. de Vries

Proceedings of the 2013 workshop on Living labs for information retrieval evaluation, 2013

Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce.

Vladimir Eidelman, Ke Wu, Ferhan Türe, Philip Resnik, Jimmy Lin

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Scaling big data mining infrastructure: the twitter experience.

Jimmy Lin, Dmitriy V. Ryaboy

SIGKDD Explor., 2012

The Unified Logging Infrastructure for Data Analytics at Twitter.

George Lee, Jimmy Lin, Chuang Liu, Andrew Lorek, Dmitriy V. Ryaboy

Proc. VLDB Endow., 2012

Runtime Optimizations for Prediction with Tree-Based Models

Nima Asadi, Jimmy Lin, Arjen P. de Vries

CoRR, 2012

A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version)

Jimmy Lin, Gilad Mishne

CoRR, 2012

Overview of the TREC-2012 Microblog Track.

Ian Soboroff, Iadh Ounis, Craig Macdonald, Jimmy Lin

Proceedings of The Twenty-First Text REtrieval Conference, 2012

Large-scale machine learning at twitter.

Jimmy Lin, Alek Kolcz

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Looking inside the box: context-sensitive translation for cross-language information retrieval.

Ferhan Türe, Jimmy Lin, Douglas W. Oard

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Twanchor text: a preliminary study of the value of tweets as anchor text.

Gilad Mishne, Jimmy Lin

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

On building a reusable Twitter corpus.

Richard McCreadie, Ian Soboroff, Jimmy Lin, Craig Macdonald, Iadh Ounis, Dean McCullough

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling.

Ferhan Türe, Jimmy Lin

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Evaluating Real-Time Search over Tweets.

Dean McCullough, Jimmy Lin, Craig Macdonald, Iadh Ounis, Richard McCreadie

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

A Study of "Churn" in Tweets and Real-Time Search Queries.

Jimmy Lin, Gilad Mishne

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Earlybird: Real-Time Search at Twitter.

Michael Busch, Krishna Gade, Brian Larson, Patrick Lok, Samuel Luckenbill, Jimmy Lin

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Combining Statistical Translation Techniques for Cross-Language Information Retrieval.

Ferhan Türe, Jimmy Lin, Douglas W. Oard

Proceedings of the COLING 2012, 2012

Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters.

Nima Asadi, Jimmy Lin

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Special Issue on Cloud Computing.

Gregory V. Chockler, Eliezer Dekel, Joseph F. JáJá, Jimmy Lin

J. Parallel Distributed Comput., 2011

Overview of the TREC 2011 Microblog Track.

Iadh Ounis, Craig Macdonald, Jimmy Lin, Ian Soboroff

Proceedings of The Twentieth Text REtrieval Conference, 2011

A cascade ranking model for efficient ranked retrieval.

Lidan Wang, Jimmy Lin, Donald Metzler

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

No free lunch: brute force vs. locality-sensitive hashing for cross-lingual pairwise similarity.

Ferhan Türe, Tamer Elsayed, Jimmy Lin

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Cross-corpus relevance projection.

Nima Asadi, Donald Metzler, Jimmy Lin

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Pseudo test collections for learning web search ranking functions.

Nima Asadi, Donald Metzler, Tamer Elsayed, Jimmy Lin

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Smoothing techniques for adaptive online language models: topic tracking in tweet streams.

Jimmy Lin, Rion Snow, William Morgan

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

In-depth accounts and passing mentions in the news: connecting readers to the context of a news event.

Earl J. Wagner, Jimmy Lin

Proceedings of the iConference 2011, 2011

Automatic management of partitioned, replicated search services.

Florian Leibert, Jake Mannix, Jimmy Lin, Babak Hamadani

Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

When close enough is good enough: approximate positional indexes for efficient ranked retrieval.

Tamer Elsayed, Jimmy Lin, Donald Metzler

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Data-Intensive Text Processing with MapReduce

Jimmy Lin, Chris Dyer

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02136-7, 2010

UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory.

Tamer Elsayed, Nima Asadi, Lidan Wang, Jimmy Lin, Donald Metzler

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Learning to efficiently rank.

Lidan Wang, Jimmy Lin, Donald Metzler

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization.

Jimmy Lin, Nitin Madnani, Bonnie J. Dorr

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Design patterns for efficient graph algorithms in MapReduce.

Jimmy Lin, Michael Schatz

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce.

Di-Wei Huang, Jimmy Lin

Proceedings of the Cloud Computing, Second International Conference, 2010

Ranking under temporal constraints.

Lidan Wang, Donald Metzler, Jimmy Lin

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Summarization.

Jimmy Lin

Proceedings of the Encyclopedia of Database Systems, 2009

Computational linguistics for metadata building (CLiMB): using text mining for the automatic identification, categorization, and disambiguation of subject terms for image metadata.

Judith L. Klavans, Carolyn Sheffield, Eileen G. Abels, Jimmy Lin, Rebecca J. Passonneau, Tandeep Sidhu, Dagobert Soergel

Multim. Tools Appl., 2009

A cost-effective lexical acquisition process for large-scale thesaurus translation.

Jimmy Lin, G. Craig Murray, Bonnie J. Dorr, Jan Hajic, Pavel Pecina

Lang. Resour. Evaluation, 2009

Special Issue of the Journal of Parallel and Distributed Computing: Cloud Computing.

Gregory V. Chockler, Eliezer Dekel, Joseph F. JáJá, Jimmy Lin

J. Parallel Distributed Comput., 2009

Elements of a computational model for multi-party discourse: The turn-taking behavior of Supreme Court justices.

Timothy Hawes, Jimmy Lin, Philip Resnik

J. Assoc. Inf. Sci. Technol., 2009

Modeling actions of PubMed users with <i>n</i>-gram language models.

Jimmy Lin, W. John Wilbur

Inf. Retr., 2009

Where is the Cloud? Geography, Economics, Environment, and Jurisdiction in Cloud Computing.

Paul T. Jaeger, Jimmy Lin, Justin M. Grimes, Shannon N. Simmons

First Monday, 2009

Is searching full text more effective than searching abstracts?

Jimmy Lin

BMC Bioinform., 2009

Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search.

Jimmy Lin, Tamer Elsayed, Lidan Wang, Donald Metzler

Proceedings of The Eighteenth Text REtrieval Conference, 2009

The Curse of Zipf and Limits to Parallelization: An Look at the Stragglers Problem in MapReduce.

Jimmy Lin

Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce.

Jimmy Lin

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Data Intensive Text Processing with MapReduce.

Jimmy Lin, Chris Dyer

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Users' adjustments to unsuccessful queries in biomedical search.

G. Craig Murray, Jimmy Lin, W. John Wilbur, Zhiyong Lu

Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

You Are Where You Edit: Locating Wikipedia Contributors through Edit Histories.

Michael D. Lieberman, Jimmy Lin

Proceedings of the Third International Conference on Weblogs and Social Media, 2009

2008

Toward automatic facet analysis and need negotiation: Lessons from mediated search.

Jimmy Lin, Philip Fei Wu, Eileen G. Abels

ACM Trans. Inf. Syst., 2008

Single-document and multi-document summarization techniques for email threads using sentence compression.

David M. Zajic, Bonnie J. Dorr, Jimmy Lin

Inf. Process. Manag., 2008

Navigating information spaces: A case study of related article search in PubMed.

Jimmy Lin, Michael DiCuccio, Vahan Grigoryan, W. John Wilbur

Inf. Process. Manag., 2008

PageRank without hyperlinks: Reranking with PubMed related article networks for biomedical text retrieval.

Jimmy Lin

BMC Bioinform., 2008

Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce.

Chris Dyer, Aaron Cordova, Alex Mont, Jimmy Lin

Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment.

Saif M. Mohammad, Bonnie J. Dorr, Melissa Egan, Nitin Madnani, David M. Zajic, Jimmy Lin

Proceedings of the First Text Analysis Conference, 2008

How do users find things with PubMed?: towards automatic utility evaluation with user simulations.

Jimmy Lin, Mark D. Smucker

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Computational linguistics for metadata building.

Judith L. Klavans, Carolyn Sheffield, Jimmy Lin, Tandeep Sidhu

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce.

Jimmy Lin

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Pairwise Document Similarity in Large Collections with MapReduce.

Tamer Elsayed, Jimmy Lin, Douglas W. Oard

Proceedings of the ACL 2008, 2008

2007

An exploration of the principles underlying redundancy-based factoid question answering.

Jimmy Lin

ACM Trans. Inf. Syst., 2007

Overview of the TREC 2006 ciQA task.

Diane Kelly, Jimmy Lin

SIGIR Forum, 2007

Presentation schemes for component analysis in IR experiments.

Paul B. Kantor, Jimmy Lin

SIGIR Forum, 2007

Syntactic sentence compression in the biomedical domain: facilitating access to related articles.

Jimmy Lin, W. John Wilbur

Inf. Retr., 2007

Multi-candidate reduction: Sentence compression as a tool for document summarization tasks.

David M. Zajic, Bonnie J. Dorr, Jimmy Lin, Richard M. Schwartz

Inf. Process. Manag., 2007

User simulations for evaluating answers to question series.

Jimmy Lin

Inf. Process. Manag., 2007

Answering Clinical Questions with Knowledge-Based and Statistical Techniques.

Dina Demner-Fushman, Jimmy Lin

Comput. Linguistics, 2007

PubMed related articles: a probabilistic topic-based model for content similarity.

Jimmy Lin, W. John Wilbur

BMC Bioinform., 2007

TREC 2007 ciQA Task: University of Maryland.

Nitin Madnani, Jimmy Lin, Bonnie J. Dorr

Proceedings of The Sixteenth Text REtrieval Conference, 2007

Overview of the TREC 2007 Question Answering Track.

Hoa Trang Dang, Diane Kelly, Jimmy Lin

Proceedings of The Sixteenth Text REtrieval Conference, 2007

Deconstructing nuggets: the stability and reliability of complex question answering evaluation.

Jimmy Lin, Pengyi Zhang

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series.

Jimmy Lin

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Concept Disambiguation for Improved Subject Access Using Multiple Knowledge Sources.

Tandeep Sidhu, Judith Klavans, Jimmy Lin

Proceedings of the Workshop on Language Technology for Cultural Heritage Data, 2007

Semantic Clustering of Answers to Clinical Questions.

Jimmy Lin, Dina Demner-Fushman

Proceedings of the AMIA 2007, 2007

Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors.

Hoa Trang Dang, Jimmy Lin

Proceedings of the ACL 2007, 2007

2006

Building a reusable test collection for question answering.

Jimmy Lin, Boris Katz

J. Assoc. Inf. Sci. Technol., 2006

Methods for automatically evaluating answers to complex questions.

Jimmy Lin, Dina Demner-Fushman

Inf. Retr., 2006

TREC 2006 at Maryland: Blog, Enterprise, Legal and QA Tracks.

Douglas W. Oard, Tamer Elsayed, Jianqiang Wang, Yejun Wu, Pengyi Zhang, Eileen G. Abels, Jimmy Lin, Dagobert Soergel

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Overview of the TREC 2006 Question Answering Track 99.

Hoa Trang Dang, Jimmy Lin, Diane Kelly

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Action modeling: language models that predict query behavior.

G. Craig Murray, Jimmy Lin, Abdur Chowdhury

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Exploring the limits of single-iteration clarification dialogs.

Jimmy Lin, Philip Fei Wu, Dina Demner-Fushman, Eileen G. Abels

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

The role of knowledge in conceptual retrieval: a study in the domain of clinical medicine.

Jimmy Lin, Dina Demner-Fushman

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Will Pyramids Built of Nuggets Topple Over?.

Jimmy Lin, Dina Demner-Fushman

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Leveraging Recurrent Phrase Structure in Large-scale Ontology Translation.

G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, Pavel Pecina

Proceedings of the 11th Annual conference of the European Association for Machine Translation, 2006

Generative Content Models for Structural Analysis of Medical Abstracts.

Jimmy Lin, Damianos G. Karakos, Dina Demner-Fushman, Sanjeev Khudanpur

Proceedings of the Workshop on Linking Natural Language and Biology, 2006

Identification of user sessions with hierarchical agglomerative clustering.

G. Craig Murray, Jimmy Lin, Abdur Chowdhury

Proceedings of the Information Realities: Shaping the Digital Future for All, 2006

Evaluation of PICO as a Knowledge Representation for Clinical Questions.

Xiaoli Huang, Jimmy Lin, Dina Demner-Fushman

Proceedings of the AMIA 2006, 2006

Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-Scale Ontology Translation.

G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, Pavel Pecina

Proceedings of the ACL 2006, 2006

The Role of Information Retrieval in Answering Complex Questions.

Jimmy Lin

Proceedings of the ACL 2006, 2006

Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering.

Dina Demner-Fushman, Jimmy Lin

Proceedings of the ACL 2006, 2006

2005

A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My!

Jimmy Lin, Eileen G. Abels, Dina Demner-Fushman, Douglas W. Oard, Philip Fei Wu, Yejun Wu

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents.

Alan R. Aronson, Dina Demner-Fushman, Susanne M. Humphrey, Jimmy Lin, Patrick Ruch, Miguel E. Ruiz, Lawrence H. Smith, Lorraine K. Tanabe, W. John Wilbur, Hongfang Liu

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Assessing the term independence assumption in blind relevance feedback.

Jimmy Lin, G. Craig Murray

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Evaluation of resources for question answering evaluation.

Jimmy Lin

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Automatically Evaluating Answers to Definition Questions.

Jimmy Lin, Dina Demner-Fushman

Proceedings of the HLT/EMNLP 2005, 2005

"Bag of Words" is not enough for Strength of Evidence Classification.

Jimmy Lin, Dina Demner-Fushman

Proceedings of the AMIA 2005, 2005

Evaluating Summaries and Answers: Two Sides of the Same Coin?

Jimmy Lin, Dina Demner-Fushman

Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005

2004

Event structure and the encoding of arguments: the syntax of the Mandarin and English verb phrase.

Jimmy Lin

PhD thesis, 2004

Answering Multiple Questions on a Topic From Heterogeneous Resources.

Boris Katz, Matthew W. Bilotti, Sue Felshin, Aaron Fernandes, Wesley Hildebrandt, Roni Katzir, Jimmy Lin, Daniel Loreto, Gregory Marton, Federico Mora, Özlem Uzuner

Proceedings of the Thirteenth Text REtrieval Conference, 2004

Answering Questions About Moving Objects in Videos.

Boris Katz, Jimmy Lin, Chris Stauffer, W. Eric L. Grimson

Proceedings of the New Directions in Question Answering, 2004

Viewing the Web as a Virtual Database for Question Answering.

Boris Katz, Sue Felshin, Jimmy Lin, Gregory Marton

Proceedings of the New Directions in Question Answering, 2004

A Computational Framework for Non-Lexicalist Semantics.

Jimmy Lin

Proceedings of the Student Research Workshop at HLT-NAACL 2004, 2004

Answering Definition Questions Using Multiple Knowledge Sources.

Wesley Hildebrandt, Boris Katz, Jimmy Lin

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

2003

Integrating Web-based and Corpus-based Techniques for Question Answering.

Boris Katz, Jimmy Lin, Daniel Loreto, Wesley Hildebrandt, Matthew W. Bilotti, Sue Felshin, Aaron Fernandes, Gregory Marton, Federico Mora

Proceedings of The Twelfth Text REtrieval Conference, 2003

Quantitative evaluation of passage retrieval algorithms for question answering.

Stefanie Tellex, Boris Katz, Jimmy Lin, Aaron Fernandes, Gregory Marton

Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Answering Questions about Moving Objects in Surveillance Videos.

Boris Katz, Jimmy Lin, Chris Stauffer, W. Eric L. Grimson

Proceedings of the New Directions in Question Answering, 2003

Sticky notes for the semantic web.

David R. Karger, Boris Katz, Jimmy Lin, Dennis Quan

Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

What Makes a Good Answer? The Role of Context in Question Answering.

Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, David R. Karger

Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

START: A Framework for Facilitating E-Rulemaking.

Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Better Public Policy Through Natural Language Information Access.

Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Question answering from the web using knowledge annotation and knowledge mining techniques.

Jimmy Lin, Boris Katz

Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

The role of context in question answering systems.

Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, David R. Karger

Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003

Extracting Structural Paraphrases from Aligned Monolingual Corpora.

Ali Ibrahim, Boris Katz, Jimmy Lin

Proceedings of the Second International Workshop on Paraphrasing, 2003

2002

Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques.

Jimmy Lin, Aaron Fernandes, Boris Katz, Gregory Marton, Stefanie Tellex

Proceedings of The Eleventh Text REtrieval Conference, 2002

Web question answering: is more always better?.

Susan T. Dumais, Michele Banko, Eric Brill, Jimmy Lin, Andrew Y. Ng

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Omnibase: Uniform Access to Heterogeneous Data for Question Answering.

Boris Katz, Sue Felshin, Deniz Yuret, Ali Ibrahim, Jimmy Lin, Gregory Marton, Alton Jerome McFarland, Baris Temelkuran

Proceedings of the Natural Language Processing and Information Systems, 2002

The START Multimedia Information System: Current Technology and Future Directions.

Boris Katz, Jimmy Lin, Sue Felshin

Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

The Web as a Resource for Question Answering: Perspectives and Challenges.

Jimmy Lin

Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Natural Language Annotations for the Semantic Web.

Boris Katz, Jimmy Lin, Dennis Quan

Proceedings of the On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002 Irvine, California, USA, October 30, 2002

Annotating the Semantic Web Using Natural Language.

Boris Katz, Jimmy Lin

Proceedings of the 2nd Workshop on NLP and XML, 2002

2001

The Role of a Natural Language Conversational Interface in Online Sales: A Case Study.

Joyce Y. Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Margo Stys-Budzikowska, Veronika Horvath, Nanda Kambhatla, Catherine G. Wolf

Int. J. Speech Technol., 2001

Data-Intensive Question Answering.

Eric Brill, Jimmy Lin, Michele Banko, Susan T. Dumais, Andrew Y. Ng

Proceedings of The Tenth Text REtrieval Conference, 2001

Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources.

Boris Katz, Jimmy Lin, Sue Felshin

Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001

2000

Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: a Case Study.

Joyce Yue Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Malgorzata Budzikowska, Veronika Horvath, Nanda Kambhatla, Catherine G. Wolf

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

1999

Integrating Web Resources and Lexicons into a Natural Language Query System.

Boris Katz, Deniz Yuret, Jimmy Lin, Sue Felshin, Rebecca Schulman, Adnan Ilik, Ali Ibrahim, Philip Osafo-Kwaako

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999