Vincent Ng

According to our database, Vincent Ng authored at least 159 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PTM-APIRec: Leveraging Pre-trained Models of Source Code in API Recommendation.

Zhihao Li, Chuanyi Li, Ze Tang, Wanhong Huang, Jidong Ge, Bin Luo, Vincent Ng, Ting Wang, Yucheng Hu, Xiaopeng Zhang

ACM Trans. Softw. Eng. Methodol., March, 2024

Practical Program Repair via Preference-based Ensemble Strategy.

Wenkang Zhong, Chuanyi Li, Kui Liu, Tongtong Xu, Jidong Ge, Tegawendé F. Bissyandé, Bin Luo, Vincent Ng

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

FAIR: Flow Type-Aware Pre-Training of Compiler Intermediate Representations.

Changan Niu, Chuanyi Li, Vincent Ng, David Lo, Bin Luo

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023

Machine/Deep Learning for Software Engineering: A Systematic Literature Review.

Simin Wang, Liguo Huang, Amiao Gao, Jidong Ge, Tengfei Zhang, Haitao Feng, Ishna Satyarth, Ming Li, He Zhang, Vincent Ng

IEEE Trans. Software Eng., March, 2023

CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models.

Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

An Empirical Comparison of Pre-Trained Models of Source Code.

Changan Niu, Chuanyi Li, Vincent Ng, Dongxiao Chen, Jidong Ge, Bin Luo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

PairSpanBERT: An Enhanced Language Model for Bridging Resolution.

Hideo Kobayashi, Yufang Hou, Vincent Ng

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

Multimodal Propaganda Processing.

Vincent Ng, Shengjie Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Predicting Product Review Helpfulness - A Hybrid Method.

Li Kong, Chuanyi Li, Jidong Ge, Vincent Ng, Bin Luo

IEEE Trans. Serv. Comput., 2022

Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code.

Changan Niu, Chuanyi Li, Bin Luo, Vincent Ng

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

Deexaggeration.

Li Kong, Chuanyi Li, Vincent Ng

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

Legal Judgment Prediction: A Survey of the State of the Art.

Yi Feng, Chuanyi Li, Vincent Ng

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

SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations.

Changan Niu, Chuanyi Li, Vincent Ng, Jidong Ge, Liguo Huang, Bin Luo

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

End-to-End Neural Discourse Deixis Resolution in Dialogue.

Shengjie Li, Vincent Ng

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

DiscoSense: Commonsense Reasoning with Discourse Connectives.

Prajjwal Bhargava, Vincent Ng

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

End-to-End Neural Bridging Resolution.

Hideo Kobayashi, Yufang Hou, Vincent Ng

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Constrained Multi-Task Learning for Bridging Resolution.

Hideo Kobayashi, Yufang Hou, Vincent Ng

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

Legal Judgment Prediction via Event Extraction with Constraints.

Yi Feng, Chuanyi Li, Vincent Ng

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

Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey.

Prajjwal Bhargava, Vincent Ng

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Recommending Statutes: A Portable Method Based on Neural Networks.

Yi Feng, Chuanyi Li, Jidong Ge, Bin Luo, Vincent Ng

ACM Trans. Knowl. Discov. Data, 2021

Constrained Multi-Task Learning for Event Coreference Resolution.

Jing Lu, Vincent Ng

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

Bridging Resolution: Making Sense of the State of the Art.

Hideo Kobayashi, Vincent Ng

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

Conundrums in Event Coreference Resolution: Making Sense of the State of the Art.

Jing Lu, Vincent Ng

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

Don't Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting.

Yi Feng, Ting Wang, Chuanyi Li, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu, Xiaopeng Zhang

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

Span-Based Event Coreference Resolution.

Jing Lu, Vincent Ng

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

2020

Synergy between Machine/Deep Learning and Software Engineering: How Far Are We?

Simin Wang, Liguo Huang, Jidong Ge, Tengfei Zhang, Haitao Feng, Ming Li, He Zhang, Vincent Ng

CoRR, 2020

Unsupervised Argumentation Mining in Student Essays.

Isaac Persing, Vincent Ng

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Aspect-Based Sentiment Analysis as Fine-Grained Opinion Mining.

Gerardo Ocampo Diaz, Xuanming Zhang, Vincent Ng

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Event Coreference Resolution with Non-Local Information.

Jing Lu, Vincent Ng

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art.

Jing Lu, Vincent Ng

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

Identifying Exaggerated Language.

Li Kong, Chuanyi Li, Jidong Ge, Bin Luo, Vincent Ng

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

Bridging Resolution: A Survey of the State of the Art.

Hideo Kobayashi, Vincent Ng

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

Unveiling Hidden Intentions.

Gerardo Ocampo Diaz, Vincent Ng

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

2019

Assessing the quality of the steps to reproduce in bug reports.

Oscar Chaparro, Carlos Bernal-Cárdenas, Jing Lu, Kevin Moran, Andrian Marcus, Massimiliano Di Penta, Denys Poshyvanyk, Vincent Ng

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data.

Yin Jou Huang, Jing Lu, Sadao Kurohashi, Vincent Ng

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

Predicting Licenses for Changed Source Code.

Xiaoyu Liu, LiGuo Huang, Jidong Ge, Vincent Ng

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Automated Essay Scoring: A Survey of the State of the Art.

Zixuan Ke, Vincent Ng

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student Essays.

Zixuan Ke, Hrishikesh Inamdar, Hui Lin, Vincent Ng

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

Abstractive Summarization: A Survey of the State of the Art.

Hui Lin, Vincent Ng

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

2018

Automatically classifying user requests in crowdsourcing requirements engineering.

Chuanyi Li, Liguo Huang, Jidong Ge, Bin Luo, Vincent Ng

J. Syst. Softw., 2018

WikiRank: Improving Keyphrase Extraction Based on Background Knowledge.

Yang Yu, Vincent Ng

CoRR, 2018

Improving Unsupervised Keyphrase Extraction using Background Knowledge.

Yang Yu, Vincent Ng

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Modeling Trolling in Social Media Conversations.

Luis Gerardo Mojica de la Vega, Vincent Ng

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Effective API recommendation without historical software repositories.

Xiaoyu Liu, LiGuo Huang, Vincent Ng

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Event Coreference Resolution: A Survey of Two Decades of Research.

Jing Lu, Vincent Ng

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Learning to Give Feedback: Modeling Attributes Affecting Argument Persuasiveness in Student Essays.

Zixuan Ke, Winston Carlile, Nishant Gurrapadi, Vincent Ng

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Linking Source Code to Untangled Change Intents.

Xiaoyu Liu, LiGuo Huang, Chuanyi Liu, Vincent Ng

Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018

Modeling and Prediction of Online Product Review Helpfulness: A Survey.

Gerardo Ocampo Diaz, Vincent Ng

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

Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays.

Winston Carlile, Nishant Gurrapadi, Zixuan Ke, Vincent Ng

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

2017

UTD’s Event Nugget Detection and Coreference System at KBP 2017.

Jing Lu, Vincent Ng

Proceedings of the 2017 Text Analysis Conference, 2017

Detecting missing information in bug descriptions.

Oscar Chaparro, Jing Lu, Fiorella Zampetti, Laura Moreno, Massimiliano Di Penta, Andrian Marcus, Gabriele Bavota, Vincent Ng

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Tracing requirements in software design.

Zeheng Li, Mingrui Chen, LiGuo Huang, Vincent Ng, Ruili Geng

Proceedings of the 2017 International Conference on Software and System Process, 2017

Lightly-Supervised Modeling of Argument Persuasiveness.

Isaac Persing, Vincent Ng

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Why Can't You Convince Me? Modeling Weaknesses in Unpersuasive Arguments.

Isaac Persing, Vincent Ng

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

Learning Antecedent Structures for Event Coreference Resolution.

Jing Lu, Vincent Ng

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Joint Learning for Event Coreference Resolution.

Jing Lu, Vincent Ng

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research.

Vincent Ng

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Advanced Machine Learning Models for Coreference Resolution.

Vincent Ng

Proceedings of the Anaphora Resolution - Algorithms, Resources, and Applications, 2016

Entity Coreference Resolution.

Vincent Ng

IEEE Intell. Informatics Bull., 2016

Fast strong planning for fully observable nondeterministic planning problems.

Jicheng Fu, Andres Calderon Jaramillo, Vincent Ng, Farokh B. Bastani, I-Ling Yen

Ann. Math. Artif. Intell., 2016

UTD’s Event Nugget Detection and Coreference System at KBP 2016.

Jing Lu, Vincent Ng

Proceedings of the 2016 Text Analysis Conference, 2016

End-to-End Argumentation Mining in Student Essays.

Isaac Persing, Vincent Ng

Proceedings of the NAACL HLT 2016, 2016

Markov Logic Networks for Text Mining: A Qualitative and Empirical Comparison with Integer Linear Programming.

Luis Gerardo Mojica, Vincent Ng

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Event Coreference Resolution with Multi-Pass Sieves.

Jing Lu, Vincent Ng

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Joint Inference for Event Coreference Resolution.

Jing Lu, Deepak Venugopal, Vibhav Gogate, Vincent Ng

Proceedings of the COLING 2016, 2016

Modeling Stance in Student Essays.

Isaac Persing, Vincent Ng

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Chinese Zero Pronoun Resolution with Deep Neural Networks.

Chen Chen, Vincent Ng

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Joint Inference over a Lightly Supervised Information Extraction Pipeline: Towards Event Coreference Resolution for Resource-Scarce Languages.

Chen Chen, Vincent Ng

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

SMPLearner: learning to predict software maintainability.

Wei Zhang, LiGuo Huang, Vincent Ng, Jidong Ge

Autom. Softw. Eng., 2015

AutoODC: Automated generation of orthogonal defect classifications.

LiGuo Huang, Vincent Ng, Isaac Persing, Mingrui Chen, Zeheng Li, Ruili Geng, Jeff Tian

Autom. Softw. Eng., 2015

UTD’s Event Nugget Detection and Coreference System at KBP 2015.

Jing Lu, Vincent Ng

Proceedings of the 2015 Text Analysis Conference, 2015

UTD: Ensemble-Based Spatial Relation Extraction.

Jennifer D'Souza, Vincent Ng

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers.

Chen Chen, Vincent Ng

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Fine-Grained Opinion Extraction with Markov Logic Networks.

Luis Gerardo Mojica, Vincent Ng

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Sieve-Based Spatial Relation Extraction with Expanding Parse Trees.

Jennifer D'Souza, Vincent Ng

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

Recovering Traceability Links in Requirements Documents.

Zeheng Li, Mingrui Chen, LiGuo Huang, Vincent Ng

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Modeling Argument Strength in Student Essays.

Isaac Persing, Vincent Ng

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Sieve-Based Entity Linking for the Biomedical Domain.

Jennifer D'Souza, Vincent Ng

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers.

Chen Chen, Vincent Ng

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers.

Chen Chen, Vincent Ng

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

2014

Fast Strong Planning for FOND Problems with Multi-Root Directed Acyclic Graphs.

Andres Calderon Jaramillo, Jicheng Fu, Vincent Ng, Farokh B. Bastani, I-Ling Yen

Int. J. Artif. Intell. Tools, 2014

Knowledge-rich temporal relation identification and classification in clinical notes.

Jennifer D'Souza, Vincent Ng

Database J. Biol. Databases Curation, 2014

Annotating Inter-Sentence Temporal Relations in Clinical Notes.

Jennifer D'Souza, Vincent Ng

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

SinoCoreferencer: An End-to-End Chinese Event Coreference Resolver.

Chen Chen, Vincent Ng

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features.

Deepak Venugopal, Chen Chen, Vibhav Gogate, Vincent Ng

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Vote Prediction on Comments in Social Polls.

Isaac Persing, Vincent Ng

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers.

Chen Chen, Vincent Ng

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Ensemble-Based Medical Relation Classification.

Jennifer D'Souza, Vincent Ng

Proceedings of the COLING 2014, 2014

Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation.

Sameer Pradhan, Xiaoqiang Luo, Marta Recasens, Eduard H. Hovy, Vincent Ng, Michael Strube

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Modeling Prompt Adherence in Student Essays.

Isaac Persing, Vincent Ng

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Automatic Keyphrase Extraction: A Survey of the State of the Art.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming.

Chen Chen, Vincent Ng

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Chinese Overt Pronoun Resolution: A Bilingual Approach.

Chen Chen, Vincent Ng

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Classifying temporal relations in clinical data: A hybrid, knowledge-rich approach.

Jennifer D'Souza, Vincent Ng

J. Biomed. Informatics, 2013

Classifying Temporal Relations with Rich Linguistic Knowledge.

Jennifer D'Souza, Vincent Ng

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

Stance Classification of Ideological Debates: Data, Models, Features, and Constraints.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Linguistically Aware Coreference Evaluation Metrics.

Chen Chen, Vincent Ng

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Chinese Event Coreference Resolution: Understanding the State of the Art.

Chen Chen, Vincent Ng

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Chinese Zero Pronoun Resolution: Some Recent Advances.

Chen Chen, Vincent Ng

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Frame Semantics for Stance Classification.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

Simple Yet Powerful Native Language Identification on TOEFL11.

Ching-Yi Wu, Po-Hsiang Lai, Yang Liu, Vincent Ng

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

Temporal Relation Identification and Classification in Clinical Notes.

Jennifer D'Souza, Vincent Ng

Proceedings of the ACM Conference on Bioinformatics, 2013

Modeling Thesis Clarity in Student Essays.

Isaac Persing, Vincent Ng

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

Extra-Linguistic Constraints on Stance Recognition in Ideological Debates.

Kazi Saidul Hasan, Vincent Ng

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

2012

Translation-Based Projection for Multilingual Coreference Resolution.

Altaf Rahman, Vincent Ng

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

Handling Planning Failures with Virtual Actions.

Jicheng Fu, Sijie Tian, Vincent Ng, Farokh B. Bastani, I-Ling Yen

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge.

Altaf Rahman, Vincent Ng

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Learning the Fine-Grained Information Status of Discourse Entities.

Altaf Rahman, Vincent Ng

Proceedings of the EACL 2012, 2012

Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution.

Chen Chen, Vincent Ng

Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Predicting Stance in Ideological Debate with Rich Linguistic Knowledge.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the COLING 2012, 2012

Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art.

Chen Chen, Vincent Ng

Proceedings of the COLING 2012, 2012

Joint Modeling for Chinese Event Extraction with Rich Linguistic Features.

Chen Chen, Vincent Ng

Proceedings of the COLING 2012, 2012

Anaphora resolution in biomedical literature: a hybrid approach.

Jennifer D'Souza, Vincent Ng

Proceedings of the ACM International Conference on Bioinformatics, 2012

Clustering Documents Along Multiple Dimensions.

Sajib Dasgupta, Richard M. Golden, Vincent Ng

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution.

Altaf Rahman, Vincent Ng

J. Artif. Intell. Res., 2011

AutoODC: Automated generation of Orthogonal Defect Classifications.

LiGuo Huang, Vincent Ng, Isaac Persing, Ruili Geng, Xu Bai, Jeff Tian

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

Syntactic Parsing for Ranking-Based Coreference Resolution.

Altaf Rahman, Vincent Ng

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Ensemble-Based Coreference Resolution.

Altaf Rahman, Vincent Ng

Proceedings of the IJCAI 2011, 2011

Simple and Fast Strong Cyclic Planning for Fully-Observable Nondeterministic Planning Problems.

Jicheng Fu, Vincent Ng, Farokh B. Bastani, I-Ling Yen

Proceedings of the IJCAI 2011, 2011

Learning Cause Identifiers from Annotator Rationales.

Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Khan

Proceedings of the IJCAI 2011, 2011

Learning the Information Status of Noun Phrases in Spoken Dialogues.

Altaf Rahman, Vincent Ng

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

A smart bed platform for monitoring & Ulcer prevention.

Rasoul Yousefi, Sarah Ostadabbas, Miad Faezipour, Mehrdad Nourani, Vincent Ng, Lakshman Tamil, Alan Bowling, Deborah Behan, Matthew Pompeo

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Coreference Resolution with World Knowledge.

Altaf Rahman, Vincent Ng

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Which Clustering Do You Want? Inducing Your Ideal Clustering with Minimal Feedback.

Sajib Dasgupta, Vincent Ng

J. Artif. Intell. Res., 2010

Cause Identification from Aviation Safety Incident Reports via Weakly Supervised Semantic Lexicon Construction.

Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Khan

J. Artif. Intell. Res., 2010

Towards subjectifying text clustering.

Sajib Dasgupta, Vincent Ng

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

Mining Clustering Dimensions.

Sajib Dasgupta, Vincent Ng

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Modeling Organization in Student Essays.

Isaac Persing, Alan Davis, Vincent Ng

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Inducing Fine-Grained Semantic Classes via Hierarchical and Collective Classification.

Md. Altaf ur Rahman, Vincent Ng

Proceedings of the COLING 2010, 2010

Conundrums in Unsupervised Keyphrase Extraction: Making Sense of the State-of-the-Art.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the COLING 2010, 2010

Improving Cause Detection Systems with Active Learning.

Isaac Persing, Vincent Ng

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

Supervised Noun Phrase Coreference Research: The First Fifteen Years.

Vincent Ng

Proceedings of the ACL 2010, 2010

2009

Graph-Cut-Based Anaphoricity Determination for Coreference Resolution.

Vincent Ng

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

Supervised Models for Coreference Resolution.

Md. Altaf ur Rahman, Vincent Ng

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Topic-wise, Sentiment-wise, or Otherwise? Identifying the Hidden Dimension for Unsupervised Text Classification.

Sajib Dasgupta, Vincent Ng

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Learning-Based Named Entity Recognition for Morphologically-Rich, Resource-Scarce Languages.

Kazi Saidul Hasan, Md. Altaf ur Rahman, Vincent Ng

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Weakly Supervised Part-of-Speech Tagging for Morphologically-Rich, Resource-Scarce Languages.

Kazi Saidul Hasan, Vincent Ng

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Semi-Supervised Cause Identification from Aviation Safety Reports.

Isaac Persing, Vincent Ng

Proceedings of the ACL 2009, 2009

Mine the Easy, Classify the Hard: A Semi-Supervised Approach to Automatic Sentiment Classification.

Sajib Dasgupta, Vincent Ng

Proceedings of the ACL 2009, 2009

2008

<i>Semisupervised Learning for Computational Linguistics</i> Steven Abney (University of Michigan) Boca Raton, FL: Chapman & Hall / CRC (Computer science and data analysis series, edited by David Madigan et al.), 2007, xi+308 pp; hardbound, ISBN 978-1-58488-559-7.

Vincent Ng

Comput. Linguistics, 2008

FIP: A Fast Planning-Graph-Based Iterative Planner.

Jicheng Fu, Farokh B. Bastani, Vincent Ng, I-Ling Yen, Yansheng Zhang

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Unsupervised Models for Coreference Resolution.

Vincent Ng

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

2007

High-Performance, Language-Independent Morphological Segmentation.

Sajib Dasgupta, Vincent Ng

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Shallow Semantics for Coreference Resolution.

Vincent Ng

Proceedings of the IJCAI 2007, 2007

Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages.

Sajib Dasgupta, Vincent Ng

Proceedings of the EMNLP-CoNLL 2007, 2007

Semantic Class Induction and Coreference Resolution.

Vincent Ng

Proceedings of the ACL 2007, 2007

2006

Unsupervised morphological parsing of Bengali.

Sajib Dasgupta, Vincent Ng

Lang. Resour. Evaluation, 2006

Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews.

Vincent Ng, Sajib Dasgupta, S. M. Niaz Arifin

Proceedings of the ACL 2006, 2006

2005

Machine Learning for Coreference Resolution: From Local Classification to Global Ranking.

Vincent Ng

Proceedings of the ACL 2005, 2005

Supervised Ranking for Pronoun Resolution: Some Recent Improvements.

Vincent Ng

Proceedings of the Proceedings, 2005

2004

Learning Noun Phrase Anaphoricity to Improve Conference Resolution: Issues in Representation and Optimization.

Vincent Ng

Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003

Weakly Supervised Natural Language Learning Without Redundant Views.

Vincent Ng, Claire Cardie

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms.

Vincent Ng, Claire Cardie

Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2003

2002

Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules.

Vincent Ng, Claire Cardie

Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Identifying Anaphoric and Non-Anaphoric Noun Phrases to Improve Coreference Resolution.

Vincent Ng, Claire Cardie

Proceedings of the 19th International Conference on Computational Linguistics, 2002

Improving Machine Learning Approaches to Coreference Resolution.

Vincent Ng, Claire Gardent

Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001

Multidocument Summarization via Information Extraction.

Michael White, Tanya Korelsky, Claire Cardie, Vincent Ng, David R. Pierce, Kiri Wagstaff

Proceedings of the First International Conference on Human Language Technology Research, 2001

2000

Examining the Role of Statistical and Linguistic Knowledge Sources in a General-Knowledge Question-Answering System.

Claire Cardie, Vincent Ng, David R. Pierce, Chris Buckley

Proceedings of the 6th Applied Natural Language Processing Conference, 2000