Kenny Q. Zhu

Zhiyong Wu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Phonetic and Lexical Discovery of Canine Vocalization.

[BibT_eX]

[DOI]

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

Automatic Reconstruction of Ancient Chinese Pronunciations.

[BibT_eX]

[DOI]

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

Low-Rank Prune-And-Factorize for Language Model Compression.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Reducing repetition in convolutional abstractive summarization.

[BibT_eX]

[DOI]

Nat. Lang. Eng., January, 2023

PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Lexical Analysis of Dog Vocalizations via Online Videos.

[BibT_eX]

[DOI]

CoRR, 2023

Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners.

[BibT_eX]

[DOI]

CoRR, 2023

LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation.

[BibT_eX]

[DOI]

CoRR, 2023

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation.

[BibT_eX]

[DOI]

Zhiling Zhang

Mengyue Wu

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

Context Compression for Auto-regressive Transformers with Sentinel Tokens.

[BibT_eX]

[DOI]

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

Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts.

[BibT_eX]

[DOI]

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

Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.

[BibT_eX]

[DOI]

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

Statistically Profiling Biases in Natural Language Reasoning Datasets and Models.

[BibT_eX]

[DOI]

Shanshan Huang

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

Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness.

[BibT_eX]

[DOI]

Shanshan Huang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Pruning Pre-trained Language Models with Principled Importance and Self-regularization.

[BibT_eX]

[DOI]

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

Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime.

[BibT_eX]

[DOI]

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

Transcribing Vocal Communications of Domestic Shiba lnu Dogs.

[BibT_eX]

[DOI]

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

Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization.

[BibT_eX]

[DOI]

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

Reducing Sensitivity on Speaker Names for Text Generation from Dialogues.

[BibT_eX]

[DOI]

Haifeng Tang

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

In-sample Curriculum Learning by Sequence Completion for Natural Language Generation.

[BibT_eX]

[DOI]

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

2022

Symptom Identification for Interpretable Detection of Multiple Mental Disorders.

[BibT_eX]

[DOI]

CoRR, 2022

Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration.

[BibT_eX]

[DOI]

Kaijian Li

Shansan Gong

CoRR, 2022

Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network.

[BibT_eX]

[DOI]

Shijia Guo

CoRR, 2022

Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation.

[BibT_eX]

[DOI]

Shansan Gong

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

Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning.

[BibT_eX]

[DOI]

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

Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Post-Training Dialogue Summarization using Pseudo-Paraphrasing.

[BibT_eX]

[DOI]

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

Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Can Audio Captions Be Evaluated With Image Caption Metrics?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media.

[BibT_eX]

[DOI]

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

Opinion Summarization by Weak-Supervision from Mix-structured Data.

[BibT_eX]

[DOI]

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

ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Length Control in Abstractive Summarization by Pretraining Information Selection.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Diverse and Specific Clarification Question Generation with Keywords.

[BibT_eX]

[DOI]

Zhiling Zhang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging.

[BibT_eX]

[DOI]

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

Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions.

[BibT_eX]

[DOI]

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

DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues.

[BibT_eX]

[DOI]

Hongru Huang

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

2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data.

[BibT_eX]

[DOI]

Xiaoqing Geng

Xiwen Chen

CoRR, 2020

ST<sup>2</sup>: Small-data Text Style Transfer via Multi-task Meta-Learning.

[BibT_eX]

[DOI]

Xiwen Chen

CoRR, 2020

AliCoCo: Alibaba E-commerce Cognitive Concept Net.

[BibT_eX]

[DOI]

CoRR, 2020

AliCoCo: Alibaba E-commerce Cognitive Concept Net.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Multi-turn Response Selection using Dialogue Dependency Relations.

[BibT_eX]

[DOI]

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

Matching Questions and Answers in Dialogues from Online Forums.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Enhanced Story Representation by ConceptNet for Predicting Story Endings.

[BibT_eX]

[DOI]

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

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data.

[BibT_eX]

[DOI]

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

2019

Historic Moments Discovery in Sequence Data.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2019

Knowledge empowered prominent aspect extraction from product reviews.

[BibT_eX]

[DOI]

Zhiyi Luo

Shanshan Huang

Inf. Process. Manag., 2019

Automatic discovery of adverse reactions through Chinese social media.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2019

Layout-aware information extraction from semi-structured medical images.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2019

Exact-K Recommendation via Maximal Clique Optimization.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Aligning Sentences Between Comparable Texts of Different Styles.

[BibT_eX]

[DOI]

Xiwen Chen

Mengxue Zhang

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations.

[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

Conceptualize and Infer User Needs in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Adapted Tree Boosting for Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

InferSpark: Statistical Inference at Scale.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant.

[BibT_eX]

[DOI]

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

Automatic Generation of Chinese Short Product Titles for Mobile Display.

[BibT_eX]

[DOI]

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

2018

Automatic Generation of Chinese Short Product Titles for Mobile Display.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant.

[BibT_eX]

[DOI]

CoRR, 2018

Knowledge Base Question Answering via Encoding of Complex Query Graphs.

[BibT_eX]

[DOI]

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

ExtRA: Extracting Prominent Review Aspects from Customer Feedback.

[BibT_eX]

[DOI]

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

Controlling Length in Abstractive Summarization Using a Convolutional Neural Network.

[BibT_eX]

[DOI]

Zhiyi Luo

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

Unpack Local Model Interpretation for GBDT.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text.

[BibT_eX]

[DOI]

Junjie Xing

Shaodian Zhang

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

Automatic Extraction of Commonsense LocatedNear Knowledge.

[BibT_eX]

[DOI]

Frank F. Xu

Bill Y. Lin

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

Mining Cross-Cultural Differences and Similarities in Social Media.

[BibT_eX]

[DOI]

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

Cross-Lingual Entity Linking for Web Tables.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Transfer Learning for Traffic Speed Prediction: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Automatic Generation of Text Descriptive Comments for Code Blocks.

[BibT_eX]

[DOI]

Yuding Liang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Semantic Bootstrapping: A Theoretical Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

InferSpark: Statistical Inference at Scale.

[BibT_eX]

[DOI]

CoRR, 2017

A Data-Driven Approach to Infer Knowledge Base Representation for Natural Language Relations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Commonsense LocatedNear Relation Extraction.

[BibT_eX]

Frank F. Xu

Bill Y. Lin

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

DTMiner: identification of potential disease targets through biomedical literature mining.

[BibT_eX]

[DOI]

Bioinform., 2016

Commonsense Causal Reasoning between Short Texts.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Cross-region traffic prediction for China on OpenStreetMap.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Towards Non-projective High-Order Dependency Parser.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Representing Verbs as Argument Concepts.

[BibT_eX]

[DOI]

Yu Gong

Kaiqi Zhao

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

False rumors detection on Sina Weibo by propagation structures.

[BibT_eX]

[DOI]

Ke Wu

Song Yang

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Inferring Binary Relation Schemas for Open Information Extraction.

[BibT_eX]

[DOI]

Kangqi Luo

Xusheng Luo

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

An Association Network for Computing Semantic Relatedness.

[BibT_eX]

[DOI]

Keyang Zhang

Seung-won Hwang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Clustering Image Search Results by Entity Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Efficient Processing of Which-Edge Questions on Shortest Path Queries.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

ρ-uncertainty Anonymization by Partial Suppression.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

2013

Data-Driven Metaphor Recognition and Explanation.

[BibT_eX]

[DOI]

Hongsong Li

Haixun Wang

Trans. Assoc. Comput. Linguistics, 2013

Query Suggestion by Concept Instantiation.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Watermarking road maps against crop and merge attacks.

[BibT_eX]

[DOI]

Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2013

Automatic extraction of top-k lists from the web.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

CISC: clustered image search by conceptualization.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Computing term similarity by large probabilistic isA knowledge.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Wikification via link co-occurrence.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data

[BibT_eX]

[DOI]

CoRR, 2012

Probase: a probabilistic taxonomy for text understanding.

[BibT_eX]

[DOI]

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

LearnPADS + + : Incremental Inference of Ad Hoc Data Formats.

[BibT_eX]

[DOI]

Kathleen Fisher

David Walker

Proceedings of the Practical Aspects of Declarative Languages, 2012

A system for extracting top-K lists from the web.

[BibT_eX]

[DOI]

Zhixian Zhang

Haixun Wang

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Understanding Tables on the Web.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2012

Concept-Based Web Search.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2012

2011

Automatic inference of movements from contact histories.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Forest: a language and toolkit for programming with filestores.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 16th ACM SIGPLAN international conference on Functional Programming, 2011

2010

Incremental learning of system log formats.

[BibT_eX]

[DOI]

Kathleen Fisher

David Walker

ACM SIGOPS Oper. Syst. Rev., 2010

2009

Language support for processing distributed ad hoc data.

[BibT_eX]

[DOI]

Proceedings of the 11th International ACM SIGPLAN Conference on Principles and Practice of Declarative Programming, 2009

Ad Hoc Data and the Token Ambiguity Problem.

[BibT_eX]

[DOI]

Proceedings of the Practical Aspects of Declarative Languages, 2009

2008

LearnPADS: automatic tool generation from ad hoc data.

[BibT_eX]

[DOI]

Kathleen Fisher

David Walker

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

From dirt to shovels: fully automatic tool generation from ad hoc data.

[BibT_eX]

[DOI]

Proceedings of the 35th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2008

2007

Generalized Committed Choice.

[BibT_eX]

[DOI]

Joxan Jaffar

Roland H. C. Yap

Proceedings of the Coordination Models and Languages, 9th International Conference, 2007

2006

Indexing for Dynamic Abstract Regions.

[BibT_eX]

[DOI]

Joxan Jaffar

Roland H. C. Yap

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Coordination of Many Agents.

[BibT_eX]

[DOI]

Joxan Jaffar

Roland H. C. Yap

Proceedings of the Logic Programming, 21st International Conference, 2005

2004

Scalable Distributed Depth-First Search with Greedy Work Stealing.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm.

[BibT_eX]

[DOI]

Ziwei Liu

Proceedings of the Genetic and Evolutionary Computation, 2004

Population Diversity in Permutation-Based Genetic Algorithm.

[BibT_eX]

[DOI]

Ziwei Liu

Proceedings of the Machine Learning: ECML 2004, 2004

2003

A Diversity-Controlling Adaptive Genetic Algorithm for the Vehicle Routing Problem with Time Windows.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

2002

A Meeting Scheduling System Based on Open Constraint Programming.

[BibT_eX]

[DOI]

Andrew E. Santosa

Proceedings of the Advanced Information Systems Engineering, 14th International Conference, 2002

2001

Heuristic methods for vehicle routing problem with time windows.

[BibT_eX]

[DOI]

Artif. Intell. Eng., 2001

Reactive Web Agents with Open Constraint Programming.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems, 2001

2000

A reactive method for real time dynamic vehicle routing problem.

[BibT_eX]

[DOI]

Kar-Loon Ong

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Heuristics for Vehicle Routing Problem with Time Windows.

[BibT_eX]

[DOI]

Kay Chen Tan

Loo Hay Lee