Vincent Ng

Legal Judgment Prediction: A Reflection on the State of the Art ACL 2026 System L: Toward System 2-Style Legal Reasoning AAAI 2026 CHASE: Contextual History for Adaptive and Simple Exploitation in Large Language Model Jailbreaking AAAI 2026 Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art ACL 2026 Understanding Advertisements AAAI 2025 InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025 Graph-Based Multi-Trait Essay Scoring EMNLP 2025 MemeInterpret: Towards an All-in-One Dataset for Meme Understanding EMNLP 2025 Legal Case Retrieval: A Survey of the State of the Art ACL 2024 Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art ACL 2024 ICLE++: Modeling Fine-Grained Traits for Holistic Essay Scoring NAACL 2024 Automated Essay Scoring: Recent Successes and Future Directions IJCAI 2024 Computational Meme Understanding: A Survey EMNLP 2024 Automated Essay Scoring: A Reflection on the State of the Art EMNLP 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 Universal Anaphora: The First Three Years COLING 2024 CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 Multimodal Propaganda Processing AAAI 2023 PairSpanBERT: An Enhanced Language Model for Bridging Resolution ACL 2023 Legal Judgment Prediction via Event Extraction with Constraints ACL 2022 Neural Anaphora Resolution in Dialogue Revisited COLING 2022 The CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue COLING 2022 End-to-End Neural Discourse Deixis Resolution in Dialogue EMNLP 2022 Deexaggeration IJCAI 2022 Legal Judgment Prediction: A Survey of the State of the Art IJCAI 2022 Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code IJCAI 2022 Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022 Constrained Multi-Task Learning for Bridging Resolution ACL 2022 End-to-End Neural Bridging Resolution COLING 2022 DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022 Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021 Span-Based Event Coreference Resolution AAAI 2021 Conundrums in Event Coreference Resolution: Making Sense of the State of the Art EMNLP 2021 The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue EMNLP 2021 Neural Anaphora Resolution in Dialogue EMNLP 2021 The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis EMNLP 2021 Bridging Resolution: Making Sense of the State of the Art NAACL 2021 Constrained Multi-Task Learning for Event Coreference Resolution NAACL 2021 Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art EMNLP 2020 Event Coreference Resolution with Non-Local Information AACL 2020 Bridging Resolution: A Survey of the State of the Art COLING 2020 Identifying Exaggerated Language EMNLP 2020 Abstractive Summarization: A Survey of the State of the Art AAAI 2019 Proceedings of the Second Workshop on Computational Models of Reference, Anaphora and Coreference NAACL 2019 Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL 2019 Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student Essays ACL 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) EMNLP 2019 Automated Essay Scoring: A Survey of the State of the Art IJCAI 2019 Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) IJCNLP 2019 Proceedings of the First Workshop on Computational Models of Reference, Anaphora and Coreference NAACL 2018 Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays ACL 2018 Modeling and Prediction of Online Product Review Helpfulness: A Survey ACL 2018 Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications ACL 2018 Event Coreference Resolution: A Survey of Two Decades of Research IJCAI 2018 Learning to Give Feedback: Modeling Attributes Affecting Argument Persuasiveness in Student Essays IJCAI 2018 Why Can't You Convince Me? Modeling Weaknesses in Unpersuasive Arguments IJCAI 2017 Lightly-Supervised Modeling of Argument Persuasiveness IJCNLP 2017 Joint Learning for Event Coreference Resolution ACL 2017 Chinese Zero Pronoun Resolution with Deep Neural Networks ACL 2016 End-to-End Argumentation Mining in Student Essays NAACL 2016 Joint Inference for Event Coreference Resolution COLING 2016 Modeling Stance in Student Essays ACL 2016 Advanced Markov Logic Techniques for Scalable Joint Inference in NLP EMNLP 2016 Sieve-Based Entity Linking for the Biomedical Domain IJCNLP 2015 Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers ACL 2015 Recovering Traceability Links in Requirements Documents CONLL 2015 Sieve-Based Spatial Relation Extraction with Expanding Parse Trees EMNLP 2015 UTD: Ensemble-Based Spatial Relation Extraction SEMEVAL 2015 Sieve-Based Entity Linking for the Biomedical Domain ACL 2015 Modeling Argument Strength in Student Essays ACL 2015 Modeling Argument Strength in Student Essays IJCNLP 2015 Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers IJCNLP 2015 Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers NAACL 2015 Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates EMNLP 2014 Ensemble-Based Medical Relation Classification COLING 2014 Vote Prediction on Comments in Social Polls EMNLP 2014 Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation ACL 2014 Modeling Prompt Adherence in Student Essays ACL 2014 Automatic Keyphrase Extraction: A Survey of the State of the Art ACL 2014 Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features EMNLP 2014 Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers EMNLP 2014 Modeling Thesis Clarity in Student Essays ACL 2013 Stance Classification of Ideological Debates: Data, Models, Features, and Constraints IJCNLP 2013 Chinese Event Coreference Resolution: Understanding the State of the Art IJCNLP 2013 Chinese Zero Pronoun Resolution: Some Recent Advances EMNLP 2013 Frame Semantics for Stance Classification CONLL 2013 Classifying Temporal Relations with Rich Linguistic Knowledge NAACL 2013 Extra-Linguistic Constraints on Stance Recognition in Ideological Debates ACL 2013 Linguistically Aware Coreference Evaluation Metrics IJCNLP 2013 Predicting Stance in Ideological Debate with Rich Linguistic Knowledge COLING 2012 Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art COLING 2012 Joint Modeling for Chinese Event Extraction with Rich Linguistic Features COLING 2012 Learning the Fine-Grained Information Status of Discourse Entities EACL 2012 Translation-Based Projection for Multilingual Coreference Resolution NAACL 2012 Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge CONLL 2012 Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution CONLL 2012 Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge EMNLP 2012 Syntactic Parsing for Ranking-Based Coreference Resolution IJCNLP 2011 Learning the Information Status of Noun Phrases in Spoken Dialogues EMNLP 2011 Coreference Resolution with World Knowledge ACL 2011 Modeling Organization in Student Essays EMNLP 2010 Supervised Noun Phrase Coreference Research: The First Fifteen Years ACL 2010 Conundrums in Unsupervised Keyphrase Extraction: Making Sense of the State-of-the-Art COLING 2010 Inducing Fine-Grained Semantic Classes via Hierarchical and Collective Classification COLING 2010 Mine the Easy, Classify the Hard: A Semi-Supervised Approach to Automatic Sentiment Classification ACL 2009 Mine the Easy, Classify the Hard: A Semi-Supervised Approach to Automatic Sentiment Classification IJCNLP 2009 Semi-Supervised Cause Identification from Aviation Safety Reports IJCNLP 2009 Weakly Supervised Part-of-Speech Tagging for Morphologically-Rich, Resource-Scarce Languages EACL 2009 Learning-Based Named Entity Recognition for Morphologically-Rich, Resource-Scarce Languages EACL 2009 Graph-Cut-Based Anaphoricity Determination for Coreference Resolution NAACL 2009 Topic-wise, Sentiment-wise, or Otherwise? Identifying the Hidden Dimension for Unsupervised Text Classification EMNLP 2009 Supervised Models for Coreference Resolution EMNLP 2009 Semi-Supervised Cause Identification from Aviation Safety Reports ACL 2009 Unsupervised Models for Coreference Resolution EMNLP 2008 Semantic Class Induction and Coreference Resolution ACL 2007 Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages CONLL 2007 High-Performance, Language-Independent Morphological Segmentation NAACL 2007 Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages EMNLP 2007 Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews ACL 2006 Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews COLING 2006 Machine Learning for Coreference Resolution: From Local Classification to Global Ranking ACL 2005 Learning Noun Phrase Anaphoricity to Improve Conference Resolution: Issues in Representation and Optimization ACL 2004 Weakly Supervised Natural Language Learning Without Redundant Views NAACL 2003 Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms EMNLP 2003 Improving Machine Learning Approaches to Coreference Resolution ACL 2002 Identifying Anaphoric and Non-Anaphoric Noun Phrases to Improve Coreference Resolution COLING 2002 Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules EMNLP 2002 Examining the Role of Statistical and Linguistic Knowledge Sources in a General-Knowledge Question-Answering System NAACL 2000