Chenyan Xiong

Graham Neubig

CoRR, 2023

Distributionally Robust Unsupervised Dense Retrieval Training on Web Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.

[BibT_eX]

[DOI]

CoRR, 2023

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2023

OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.

[BibT_eX]

[DOI]

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

Unsupervised Dense Retrieval Training with Web Anchors.

[BibT_eX]

[DOI]

Yiqing Xie

Xiao Liu

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

Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering.

[BibT_eX]

[DOI]

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

Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.

[BibT_eX]

[DOI]

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

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.

[BibT_eX]

[DOI]

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

Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.

[BibT_eX]

[DOI]

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

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.

[BibT_eX]

[DOI]

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

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers.

[BibT_eX]

[DOI]

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

2022

ClueWeb22: 10 Billion Web Documents with Rich Information.

[BibT_eX]

[DOI]

CoRR, 2022

COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Universal Multi-Modality Retrieval with One Unified Embedding Space.

[BibT_eX]

[DOI]

CoRR, 2022

P<sup>3</sup> Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

[BibT_eX]

[DOI]

CoRR, 2022

METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Approaches to Conversational Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

ClueWeb22: 10 Billion Web Documents with Rich Information.

[BibT_eX]

[DOI]

Arnold Overwijk

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

P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

[BibT_eX]

[DOI]

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

Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning.

[BibT_eX]

[DOI]

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

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives.

[BibT_eX]

[DOI]

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

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder.

[BibT_eX]

[DOI]

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

Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations.

[BibT_eX]

[DOI]

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

2021

Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation.

[BibT_eX]

[DOI]

Hal Daumé III

CoRR, 2021

Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder.

[BibT_eX]

[DOI]

CoRR, 2021

OpenMatch: An Open-Source Package for Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2021

TREC CAsT 2021: The Conversational Assistance Track Overview.

[BibT_eX]

[DOI]

Jeffrey Dalton

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Few-Shot Conversational Dense Retrieval.

[BibT_eX]

[DOI]

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

OpenMatch: An Open Source Library for Neu-IR Research.

[BibT_eX]

[DOI]

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

Capturing Global Informativeness in Open Domain Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval.

[BibT_eX]

[DOI]

Hal Daumé III

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

More Robust Dense Retrieval with Contrastive Dual Learning.

[BibT_eX]

[DOI]

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

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation.

[BibT_eX]

[DOI]

Hal Daumé III

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

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling.

[BibT_eX]

[DOI]

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

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder.

[BibT_eX]

[DOI]

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

Contrastive Multi-document Question Generation.

[BibT_eX]

[DOI]

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

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback.

[BibT_eX]

[DOI]

HongChien Yu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision.

[BibT_eX]

[DOI]

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

Data Augmentation for Abstractive Query-Focused Multi-Document Summarization.

[BibT_eX]

[DOI]

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

2020

Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020.

[BibT_eX]

[DOI]

SIGIR Forum, 2020

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision.

[BibT_eX]

[DOI]

CoRR, 2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.

[BibT_eX]

[DOI]

CoRR, 2020

Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020.

[BibT_eX]

[DOI]

CoRR, 2020

Knowledge-Aware Language Model Pretraining.

[BibT_eX]

[DOI]

CoRR, 2020

Joint Keyphrase Chunking and Salience Ranking with BERT.

[BibT_eX]

[DOI]

CoRR, 2020

TREC CAsT 2019: The Conversational Assistance Track Overview.

[BibT_eX]

[DOI]

Jeffrey Dalton

CoRR, 2020

Complex Factoid Question Answering with a Free-Text Knowledge Graph.

[BibT_eX]

[DOI]

Xin Qian

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

Selective Weak Supervision for Neural Information Retrieval.

[BibT_eX]

[DOI]

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

TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.

[BibT_eX]

[DOI]

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

Leading Conversational Search by Suggesting Useful Questions.

[BibT_eX]

[DOI]

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

CAsT 2020: The Conversational Assistance Track Overview.

[BibT_eX]

[DOI]

Jeffrey Dalton

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Few-Shot Generative Conversational Query Rewriting.

[BibT_eX]

[DOI]

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

Contextual Re-Ranking with Behavior Aware Transformers.

[BibT_eX]

[DOI]

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

Knowledge Enhanced Personalized Search.

[BibT_eX]

[DOI]

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

Recent Advances in Conversational Information Retrieval.

[BibT_eX]

[DOI]

Jianfeng Gao

Paul Bennett

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

CAsT-19: A Dataset for Conversational Information Seeking.

[BibT_eX]

[DOI]

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

Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Text Classification Using Label Names Only: A Language Model Self-Training Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling.

[BibT_eX]

[DOI]

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

Long Document Ranking with Query-Directed Sparse Transformer.

[BibT_eX]

[DOI]

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

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.

[BibT_eX]

[DOI]

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

Fine-grained Fact Verification with Kernel Graph Attention Network.

[BibT_eX]

[DOI]

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

Latent Relation Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Special issue on knowledge graphs and semantics in text analysis and retrieval.

[BibT_eX]

[DOI]

Inf. Retr. J., 2019

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator.

[BibT_eX]

[DOI]

CoRR, 2019

Conversation Generation with Concept Flow.

[BibT_eX]

[DOI]

CoRR, 2019

Kernel Graph Attention Network for Fact Verification.

[BibT_eX]

[DOI]

Zhenghao Liu

Maosong Sun

CoRR, 2019

Understanding the Behaviors of BERT in Ranking.

[BibT_eX]

[DOI]

CoRR, 2019

Generic Intent Representation in Web Search.

[BibT_eX]

[DOI]

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

An Axiomatic Approach to Regularizing Neural Ranking Models.

[BibT_eX]

[DOI]

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

Neural Document Expansion with User Feedback.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Open Domain Web Keyphrase Extraction Beyond Language Modeling.

[BibT_eX]

[DOI]

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

Explore Entity Embedding Effectiveness in Entity Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Target-Guided Open-Domain Conversation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Text Representation, Retrieval, and Understanding with Knowledge Graphs.

[BibT_eX]

[DOI]

SIGIR Forum, 2018

Query Suggestion with Feedback Memory Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.

[BibT_eX]

[DOI]

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

Improving Ad Hoc Retrieval With Bag Of Entities.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling.

[BibT_eX]

[DOI]

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

Consistency and Variation in Kernel Neural Ranking Model.

[BibT_eX]

[DOI]

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

The Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR).

[BibT_eX]

[DOI]

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

Automatic Event Salience Identification.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Overview of The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR).

[BibT_eX]

[DOI]

Laura Dietz

Edgar Meij

SIGIR Forum, 2017

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Russell Power

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

End-to-End Neural Ad-hoc Ranking with Kernel Pooling.

[BibT_eX]

[DOI]

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

Word-Entity Duet Representations for Document Ranking.

[BibT_eX]

[DOI]

Tie-Yan Liu

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

Natural Language Supported Relation Matching for Question Answering with Knowledge Graphs.

[BibT_eX]

[DOI]

Hongyu Li