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Vincent Ng

129 papers · 2000–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (25) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (75) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (11) 🐺 Lone Wolf (6) 🏠 Conference Loyalist (32) 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (8) ❓ The Questioner (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (202) ⚑ Prolific Year (8) πŸ”₯ Unstoppable (24) πŸ’Ž Century Club (127) πŸš€ Conference Pioneer

Conferences

ACL (32) EMNLP (32) COLING (15) NAACL (14) IJCNLP (11) IJCAI (8) AAAI (7) CONLL (5) EACL (3) AACL (1) SEMEVAL (1)

Top co-authors

Chuanyi Li (13) Isaac Persing (12) Chen Chen (12) Shengjie Li (10) Jing LU (9) Yi Feng (9) Altaf Rahman (9) Kazi Saidul Hasan (9) Sajib Dasgupta (8) Hideo Kobayashi (8)

Research topics

Education (1)

Keywords

coreference resolution (13) bridging resolution (8) natural language processing (8) automated essay scoring (8) event coreference (6) multimodal learning (6) text classification (6) entity coreference (6) anaphora resolution (6) dialogue system (5) trigger detection (4) legal judgment prediction (4) discourse deixi (4) event coreference resolution (4) information extraction (3) multi-task learning (3) pre-trained language model (3) argument mining (3) meme understanding (3) commonsense reasoning (3)

Papers

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
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025
Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025
MemeInterpret: Towards an All-in-One Dataset for Meme Understanding EMNLP 2025
Graph-Based Multi-Trait Essay Scoring EMNLP 2025
Understanding Advertisements AAAI 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
Automated Essay Scoring: A Reflection on the State of the Art EMNLP 2024
LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024
Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art ACL 2024
Legal Case Retrieval: A Survey of the State of the Art ACL 2024
ICLE++: Modeling Fine-Grained Traits for Holistic Essay Scoring NAACL 2024
CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024
Automated Essay Scoring: Recent Successes and Future Directions IJCAI 2024
Universal Anaphora: The First Three Years COLING 2024
Computational Meme Understanding: A Survey EMNLP 2024
LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024
Multimodal Propaganda Processing AAAI 2023
PairSpanBERT: An Enhanced Language Model for Bridging Resolution ACL 2023
End-to-End Neural Discourse Deixis Resolution in Dialogue EMNLP 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code IJCAI 2022
Legal Judgment Prediction: A Survey of the State of the Art IJCAI 2022
Deexaggeration IJCAI 2022
End-to-End Neural Bridging Resolution COLING 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022
Legal Judgment Prediction via Event Extraction with Constraints ACL 2022
Constrained Multi-Task Learning for Bridging Resolution 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
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
Span-Based Event Coreference Resolution AAAI 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
Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021
Event Coreference Resolution with Non-Local Information AACL 2020
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art EMNLP 2020
Identifying Exaggerated Language EMNLP 2020
Bridging Resolution: A Survey of the State of the Art COLING 2020
Automated Essay Scoring: A Survey of the State of the Art IJCAI 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
Abstractive Summarization: A Survey of the State of the Art AAAI 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
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL 2019
Proceedings of the Second Workshop on Computational Models of Reference, Anaphora and Coreference NAACL 2019
Learning to Give Feedback: Modeling Attributes Affecting Argument Persuasiveness in Student Essays IJCAI 2018
Event Coreference Resolution: A Survey of Two Decades of Research IJCAI 2018
Proceedings of the First Workshop on Computational Models of Reference, Anaphora and Coreference NAACL 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
Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays ACL 2018
Lightly-Supervised Modeling of Argument Persuasiveness IJCNLP 2017
Joint Learning for Event Coreference Resolution ACL 2017
Why Can't You Convince Me? Modeling Weaknesses in Unpersuasive Arguments IJCAI 2017
End-to-End Argumentation Mining in Student Essays NAACL 2016
Advanced Markov Logic Techniques for Scalable Joint Inference in NLP EMNLP 2016
Chinese Zero Pronoun Resolution with Deep Neural Networks ACL 2016
Modeling Stance in Student Essays ACL 2016
Joint Inference for Event Coreference Resolution COLING 2016
Modeling Argument Strength in Student Essays ACL 2015
Sieve-Based Entity Linking for the Biomedical Domain ACL 2015
Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers ACL 2015
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers NAACL 2015
Sieve-Based Spatial Relation Extraction with Expanding Parse Trees EMNLP 2015
Recovering Traceability Links in Requirements Documents CONLL 2015
UTD: Ensemble-Based Spatial Relation Extraction SEMEVAL 2015
Modeling Argument Strength in Student Essays IJCNLP 2015
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 IJCNLP 2015
Modeling Prompt Adherence in Student Essays ACL 2014
Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates EMNLP 2014
Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers EMNLP 2014
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features EMNLP 2014
Vote Prediction on Comments in Social Polls EMNLP 2014
Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation ACL 2014
Automatic Keyphrase Extraction: A Survey of the State of the Art ACL 2014
Ensemble-Based Medical Relation Classification COLING 2014
Classifying Temporal Relations with Rich Linguistic Knowledge NAACL 2013
Extra-Linguistic Constraints on Stance Recognition in Ideological Debates ACL 2013
Modeling Thesis Clarity in Student Essays ACL 2013
Frame Semantics for Stance Classification CONLL 2013
Linguistically Aware Coreference Evaluation Metrics IJCNLP 2013
Stance Classification of Ideological Debates: Data, Models, Features, and Constraints IJCNLP 2013
Chinese Zero Pronoun Resolution: Some Recent Advances EMNLP 2013
Chinese Event Coreference Resolution: Understanding the State of the Art IJCNLP 2013
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution CONLL 2012
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
Learning the Fine-Grained Information Status of Discourse Entities EACL 2012
Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge CONLL 2012
Translation-Based Projection for Multilingual Coreference Resolution NAACL 2012
Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge EMNLP 2012
Joint Modeling for Chinese Event Extraction with Rich Linguistic Features COLING 2012
Syntactic Parsing for Ranking-Based Coreference Resolution IJCNLP 2011
Coreference Resolution with World Knowledge ACL 2011
Learning the Information Status of Noun Phrases in Spoken Dialogues EMNLP 2011
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
Modeling Organization in Student Essays EMNLP 2010
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
Mine the Easy, Classify the Hard: A Semi-Supervised Approach to Automatic Sentiment Classification ACL 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
Supervised Models for Coreference Resolution EMNLP 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
Semi-Supervised Cause Identification from Aviation Safety Reports ACL 2009
Unsupervised Models for Coreference Resolution EMNLP 2008
Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages CONLL 2007
Semantic Class Induction and Coreference Resolution ACL 2007
Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages EMNLP 2007
High-Performance, Language-Independent Morphological Segmentation NAACL 2007
Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews COLING 2006
Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews ACL 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
Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules EMNLP 2002
Identifying Anaphoric and Non-Anaphoric Noun Phrases to Improve Coreference Resolution COLING 2002
Improving Machine Learning Approaches to Coreference Resolution ACL 2002
Examining the Role of Statistical and Linguistic Knowledge Sources in a General-Knowledge Question-Answering System NAACL 2000