Hwee Tou Ng

According to our database, Hwee Tou Ng authored at least 179 papers between 1990 and 2024.

Collaborative distances:

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

2024

Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance.

Muhammad Reza Qorib, Qisheng Hu, Hwee Tou Ng

CoRR, 2024

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration.

Hai Ye, Mingbao Lin, Hwee Tou Ng, Shuicheng Yan

CoRR, 2024

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling.

Junyi Li, Hwee Tou Ng

CoRR, 2024

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts.

Muhammad Reza Qorib, Alham Fikri Aji, Hwee Tou Ng

CoRR, 2024

Self-Judge: Selective Instruction Following with Alignment Self-Evaluation.

Hai Ye, Hwee Tou Ng

CoRR, 2024

Preference-Guided Reflective Sampling for Aligning Language Models.

Hai Ye, Hwee Tou Ng

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts.

Muhammad Reza Qorib, Alham Aji, Hwee Tou Ng

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

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning.

Qingyu Tan, Hwee Tou Ng, Lidong Bing

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

Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning?

Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng

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

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models.

Qisheng Hu, Geonsik Moon, Hwee Tou Ng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting.

Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Christopher Chu En Chang, Fung Fung Lee, Wei Yin Chan, Wei Chong Tan, Han Jieh Tey, Fun Loon Leong, Hong Qi Tan, Wen Long Nei, Wen Yee Chay, David Wai Meng Tai, Gillianne Geet Yi Lai, Lionel Tim-Ee Cheng, Fuh Yong Wong, Matthew Chin Heng Chua, Melvin Lee Kiang Chua, Daniel Shao-Weng Tan, Choon Hua Thng, Iain Bee Huat Tan, Hwee Tou Ng

J. Am. Medical Informatics Assoc., September, 2023

Grammatical Error Correction: A Survey of the State of the Art.

Christopher Bryant, Zheng Yuan, Muhammad Reza Qorib, Hannan Cao, Hwee Tou Ng, Ted Briscoe

Comput. Linguistics, September, 2023

Unlocking Temporal Question Answering for Large Language Models Using Code Execution.

Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing

CoRR, 2023

Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study.

Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng

CoRR, 2023

My Tenure as the Editor-in-Chief of Computational Linguistics.

Hwee Tou Ng

Comput. Linguistics, 2023

System Combination via Quality Estimation for Grammatical Error Correction.

Muhammad Reza Qorib, Hwee Tou Ng

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

Unsupervised Grammatical Error Correction Rivaling Supervised Methods.

Hannan Cao, Liping Yuan, Yuchen Zhang, Hwee Tou Ng

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

ALLECS: A Lightweight Language Error Correction System.

Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting.

Hannan Cao, Wenmian Yang, Hwee Tou Ng

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering.

Hai Ye, Qizhe Xie, Hwee Tou Ng

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

Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models.

Qingyu Tan, Hwee Tou Ng, Lidong Bing

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

Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data.

Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng

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

Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting.

Ruixi Lin, Hwee Tou Ng

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

2022

Revisiting DocRED - Addressing the Overlooked False Negative Problem in Relation Extraction.

Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng

CoRR, 2022

Frustratingly Easy System Combination for Grammatical Error Correction.

Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng

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

Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study.

Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng

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

Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction.

Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied

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

Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning.

Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng

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

Grammatical Error Correction: Are We There Yet?

Muhammad Reza Qorib, Hwee Tou Ng

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

On the Robustness of Question Rewriting Systems to Questions of Varying Hardness.

Hai Ye, Hwee Tou Ng, Wenjuan Han

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

Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation.

Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng

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

Does BERT Know that the IS-A Relation Is Transitive?

Ruixi Lin, Hwee Tou Ng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues.

Qian Lin, Hwee Tou Ng

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

2021

A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents.

Tapas Nayak, Hwee Tou Ng

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

System Combination for Grammatical Error Correction Based on Integer Programming.

Ruixi Lin, Hwee Tou Ng

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Diversity-Driven Combination for Grammatical Error Correction.

Wenjuan Han, Hwee Tou Ng

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Improved Word Sense Disambiguation with Enhanced Sense Representations.

Yang Song, Xin Cai Ong, Hwee Tou Ng, Qian Lin

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

Grammatical Error Correction with Contrastive Learning in Low Error Density Domains.

Hannan Cao, Wenmian Yang, Hwee Tou Ng

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

Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?

Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung

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

2020

Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification.

Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

CoRR, 2020

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model.

Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training.

Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

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

A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection.

Qian Lin, Souvik Kundu, Hwee Tou Ng

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

A Survey of Unsupervised Dependency Parsing.

Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu

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

Learning to Identify Follow-Up Questions in Conversational Question Answering.

Souvik Kundu, Qian Lin, Hwee Tou Ng

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

Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction.

Tapas Nayak, Hwee Tou Ng

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

2019

Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations.

Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan

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

Effective Attention Modeling for Neural Relation Extraction.

Tapas Nayak, Hwee Tou Ng

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes.

Steven Kester Yuwono, Hwee Tou Ng, Kee Yuan Ngiam

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis.

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

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

Improving the Robustness of Question Answering Systems to Question Paraphrasing.

Wee Chung Gan, Hwee Tou Ng

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

Cross-Sentence Grammatical Error Correction.

Shamil Chollampatt, Weiqi Wang, Hwee Tou Ng

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

2018

Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation.

Christian Hadiwinoto, Hwee Tou Ng

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

A Nil-Aware Answer Extraction Framework for Question Answering.

Souvik Kundu, Hwee Tou Ng

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

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification.

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

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

Neural Quality Estimation of Grammatical Error Correction.

Shamil Chollampatt, Hwee Tou Ng

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

Effective Attention Modeling for Aspect-Level Sentiment Classification.

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

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

A Reassessment of Reference-Based Grammatical Error Correction Metrics.

Shamil Chollampatt, Hwee Tou Ng

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

Exploiting Document Knowledge for Aspect-level Sentiment Classification.

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

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

A Question-Focused Multi-Factor Attention Network for Question Answering.

Souvik Kundu, Hwee Tou Ng

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

A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction.

Shamil Chollampatt, Hwee Tou Ng

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

2017

Keynote Lecture 2: Grammatical Error Correction: Past, Present and Future.

Hwee Tou Ng

Proceedings of the 14th International Conference on Natural Language Processing, 2017

Connecting the Dots: Towards Human-Level Grammatical Error Correction.

Shamil Chollampatt, Hwee Tou Ng

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

An Unsupervised Neural Attention Model for Aspect Extraction.

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

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

A Dependency-Based Neural Reordering Model for Statistical Machine Translation.

Christian Hadiwinoto, Hwee Tou Ng

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

2016

Source Language Adaptation Approaches for Resource-Poor Machine Translation.

Pidong Wang, Preslav Nakov, Hwee Tou Ng

Comput. Linguistics, 2016

Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction.

Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Neural Network Translation Models for Grammatical Error Correction.

Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Neural Approach to Automated Essay Scoring.

Kaveh Taghipour, Hwee Tou Ng

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models.

Shamil Chollampatt, Duc Tam Hoang, Hwee Tou Ng

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing.

Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Attapol Rutherford, Bonnie L. Webber, Chuan Wang, Hongmin Wang

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

Automated Anonymization as Spelling Variant Detection.

Steven Kester Yuwono, Hwee Tou Ng, Kee Yuan Ngiam

Proceedings of the Clinical Natural Language Processing Workshop, 2016

To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation.

Christian Hadiwinoto, Yang Liu, Hwee Tou Ng

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains.

Kaveh Taghipour, Hwee Tou 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

Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression.

Peter Phandi, Kian Ming Adam Chai, Hwee Tou Ng

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

The CoNLL-2015 Shared Task on Shallow Discourse Parsing.

Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Rashmi Prasad, Christopher Bryant, Attapol Rutherford

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

One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction.

Kaveh Taghipour, Hwee Tou Ng

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

How Far are We from Fully Automatic High Quality Grammatical Error Correction?

Christopher Bryant, Hwee Tou 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

2014

A PDTB-styled end-to-end discourse parser.

Ziheng Lin, Hwee Tou Ng, Min-Yen Kan

Nat. Lang. Eng., 2014

Combining Punctuation and Disfluency Prediction: An Empirical Study.

Xuancong Wang, Khe Chai Sim, Hwee Tou Ng

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

System Combination for Grammatical Error Correction.

Raymond Hendy Susanto, Peter Phandi, Hwee Tou Ng

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

A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing.

Fang Kong, Hwee Tou Ng, Guodong Zhou

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

The CoNLL-2014 Shared Task on Grammatical Error Correction.

Hwee Tou Ng, Siew Mei Wu, Ted Briscoe, Christian Hadiwinoto, Raymond Hendy Susanto, Christopher Bryant

Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014

A Beam-Search Decoder for Disfluency Detection.

Xuancong Wang, Hwee Tou Ng, Khe Chai Sim

Proceedings of the COLING 2014, 2014

Domain Adaptation with Active Learning for Coreference Resolution.

Shanheng Zhao, Hwee Tou Ng

Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014

2013

A Beam-Search Decoder for Normalization of Social Media Text with Application to Machine Translation.

Pidong Wang, Hwee Tou Ng

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

Exploiting Zero Pronouns to Improve Chinese Coreference Resolution.

Fang Kong, Hwee Tou Ng

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

Towards Robust Linguistic Analysis using OntoNotes.

Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Hwee Tou Ng, Anders Björkelund, Olga Uryupina, Yuchen Zhang, Zhi Zhong

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

The CoNLL-2013 Shared Task on Grammatical Error Correction.

Hwee Tou Ng, Siew Mei Wu, Yuanbin Wu, Christian Hadiwinoto, Joel R. Tetreault

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

Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English.

Daniel Dahlmeier, Hwee Tou Ng, Siew Mei Wu

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

Grammatical Error Correction Using Integer Linear Programming.

Yuanbin Wu, Hwee Tou Ng

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

2012

Improving Statistical Machine Translation for a Resource-Poor Language Using Related Resource-Rich Languages.

Preslav Nakov, Hwee Tou Ng

J. Artif. Intell. Res., 2012

Better Evaluation for Grammatical Error Correction.

Daniel Dahlmeier, Hwee Tou Ng

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

Dynamic Conditional Random Fields for Joint Sentence Boundary and Punctuation Prediction.

Xuancong Wang, Hwee Tou Ng, Khe Chai Sim

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Source Language Adaptation for Resource-Poor Machine Translation.

Pidong Wang, Preslav Nakov, Hwee Tou Ng

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

A Beam-Search Decoder for Grammatical Error Correction.

Daniel Dahlmeier, Hwee Tou Ng

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

NUS at the HOO 2012 Shared Task.

Daniel Dahlmeier, Hwee Tou Ng, Eric Jun Feng Ng

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

Word Sense Disambiguation Improves Information Retrieval.

Zhi Zhong, Hwee Tou Ng

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Character-Level Machine Translation Evaluation for Languages with Ambiguous Word Boundaries.

Chang Liu, Hwee Tou Ng

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation.

Ziheng Lin, Chang Liu, Hwee Tou Ng, Min-Yen Kan

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

TESLA at WMT 2011: Translation Evaluation and Tunable Metric.

Daniel Dahlmeier, Chang Liu, Hwee Tou Ng

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Enriching document representation via translation for improved monolingual information retrieval.

Seung-Hoon Na, Hwee Tou Ng

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

NUS at the HOO 2011 Pilot Shared Task.

Daniel Dahlmeier, Hwee Tou Ng, Thanh Phu Tran

Proceedings of the ENLG 2011, 2011

A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions.

Wei Lu, Hwee Tou Ng

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

Better Evaluation Metrics Lead to Better Machine Translation.

Chang Liu, Daniel Dahlmeier, Hwee Tou Ng

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

Correcting Semantic Collocation Errors with L1-induced Paraphrases.

Daniel Dahlmeier, Hwee Tou Ng

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

Does word sense disambiguation improve information retrieval?

Hwee Tou Ng

Proceedings of the fourth workshop on Exploiting Semantic Annotations in Information Retrieval, 2011

Translating from Morphologically Complex Languages: A Paraphrase-Based Approach.

Preslav Nakov, Hwee Tou Ng

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

Automatically Evaluating Text Coherence Using Discourse Relations.

Ziheng Lin, Hwee Tou Ng, Min-Yen Kan

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

Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level?

Maoxi Li, Chengqing Zong, Hwee Tou Ng

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Grammatical Error Correction with Alternating Structure Optimization.

Daniel Dahlmeier, Hwee Tou Ng

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

2010

Statistical lattice-based spoken document retrieval.

Tee Kiah Chia, Khe Chai Sim, Haizhou Li, Hwee Tou Ng

ACM Trans. Inf. Syst., 2010

The State of the Journal.

Hwee Tou Ng

ACM Trans. Asian Lang. Inf. Process., 2010

Domain adaptation for semantic role labeling in the biomedical domain.

Daniel Dahlmeier, Hwee Tou Ng

Bioinform., 2010

TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis.

Chang Liu, Daniel Dahlmeier, Hwee Tou Ng

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

Better Punctuation Prediction with Dynamic Conditional Random Fields.

Wei Lu, Hwee Tou Ng

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

PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts.

Chang Liu, Daniel Dahlmeier, Hwee Tou Ng

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

Maximum Metric Score Training for Coreference Resolution.

Shanheng Zhao, Hwee Tou Ng

Proceedings of the COLING 2010, 2010

It Makes Sense: A Wide-Coverage Word Sense Disambiguation System for Free Text.

Zhi Zhong, Hwee Tou Ng

Proceedings of the ACL 2010, 2010

Joint Syntactic and Semantic Parsing of Chinese.

Junhui Li, Guodong Zhou, Hwee Tou Ng

Proceedings of the ACL 2010, 2010

2009

MaxSim: performance and effects of translation fluency.

Yee Seng Chan, Hwee Tou Ng

Mach. Transl., 2009

NUS at WMT09: Domain Adaptation Experiments for English-Spanish Machine Translation of News Commentary Text.

Preslav Nakov, Hwee Tou Ng

Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

A 2-poisson model for probabilistic coreference of named entities for improved text retrieval.

Seung-Hoon Na, Hwee Tou Ng

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

The NUS statistical machine translation system for IWSLT 2009.

Preslav Nakov, Chang Liu, Wei Lu, Hwee Tou Ng

Proceedings of the 6th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2009, 2009

Word Sense Disambiguation for All Words without Hard Labor.

Zhi Zhong, Hwee Tou Ng

Proceedings of the IJCAI 2009, 2009

Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages.

Preslav Nakov, Hwee Tou Ng

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

Natural Language Generation with Tree Conditional Random Fields.

Wei Lu, Hwee Tou Ng, Wee Sun Lee

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

Recognizing Implicit Discourse Relations in the Penn Discourse Treebank.

Ziheng Lin, Min-Yen Kan, Hwee Tou Ng

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

Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases.

Daniel Dahlmeier, Hwee Tou Ng, Tanja Schultz

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

2008

The SIGIR 2008 workshop program.

Peter G. Anick, Hwee Tou Ng

SIGIR Forum, 2008

A lattice-based approach to query-by-example spoken document retrieval.

Tee Kiah Chia, Khe Chai Sim, Haizhou Li, Hwee Tou Ng

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Word Sense Disambiguation Using OntoNotes: An Empirical Study.

Zhi Zhong, Hwee Tou Ng, Yee Seng Chan

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

A Generative Model for Parsing Natural Language to Meaning Representations.

Wei Lu, Hwee Tou Ng, Wee Sun Lee, Luke S. Zettlemoyer

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

Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms.

David Chiang, Steve DeNeefe, Yee Seng Chan, Hwee Tou Ng

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

MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation.

Yee Seng Chan, Hwee Tou Ng

Proceedings of the ACL 2008, 2008

2007

SemEval-2007 Task 11: English Lexical Sample Task via English-Chinese Parallel Text.

Hwee Tou Ng, Yee Seng Chan

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks.

Yee Seng Chan, Hwee Tou Ng, Zhi Zhong

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

One Class per Named Entity: Exploiting Unlabeled Text for Named Entity Recognition.

Yingchuan Wong, Hwee Tou Ng

Proceedings of the IJCAI 2007, 2007

Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach.

Shanheng Zhao, Hwee Tou Ng

Proceedings of the EMNLP-CoNLL 2007, 2007

A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval.

Tee Kiah Chia, Haizhou Li, Hwee Tou Ng

Proceedings of the EMNLP-CoNLL 2007, 2007

A Unified Tagging Approach to Text Normalization.

Conghui Zhu, Jie Tang, Hang Li, Hwee Tou Ng, Tiejun Zhao

Proceedings of the ACL 2007, 2007

Learning Predictive Structures for Semantic Role Labeling of NomBank.

Chang Liu, Hwee Tou Ng

Proceedings of the ACL 2007, 2007

Word Sense Disambiguation Improves Statistical Machine Translation.

Yee Seng Chan, Hwee Tou Ng, David Chiang

Proceedings of the ACL 2007, 2007

Domain Adaptation with Active Learning for Word Sense Disambiguation.

Yee Seng Chan, Hwee Tou Ng

Proceedings of the ACL 2007, 2007

2006

Semantic Role Labeling of NomBank: A Maximum Entropy Approach.

Zheng Ping Jiang, Hwee Tou Ng

Proceedings of the EMNLP 2006, 2006

Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation.

Yee Seng Chan, Hwee Tou Ng

Proceedings of the ACL 2006, 2006

2005

A Machine Learning Approach to Identification and Resolution of One-Anaphora.

Hwee Tou Ng, Yu Zhou, Robert Dale, Mary Gardiner

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Semantic Argument Classification Exploiting Argument Interdependence.

Zheng Ping Jiang, Jia Li, Hwee Tou Ng

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Word Sense Disambiguation with Distribution Estimation.

Yee Seng Chan, Hwee Tou Ng

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

A Maximum Entropy Approach to Chinese Word Segmentation.

Jin Kiat Low, Hwee Tou Ng, Wenyuan Guo

Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

Word Sense Disambiguation with Semi-Supervised Learning.

Thanh Phong Pham, Hwee Tou Ng, Wee Sun Lee

Proceedings of the Proceedings, 2005

Scaling Up Word Sense Disambiguation via Parallel Texts.

Yee Seng Chan, Hwee Tou Ng

Proceedings of the Proceedings, 2005

2004

Supervised Word Sense Disambiguation with Support Vector Machines and multiple knowledge sources.

Yoong Keok Lee, Hwee Tou Ng, Tee Kiah Chia

Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?

Hwee Tou Ng, Jin Kiat Low

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Mining New Word Translations from Comparable Corpora.

Li Shao, Hwee Tou Ng

Proceedings of the COLING 2004, 2004

2003

Mining topic-specific concepts and definitions on the web.

Bing Liu, Chee Wee Chin, Hwee Tou Ng

Proceedings of the Twelfth International World Wide Web Conference, 2003

Named Entity Recognition with a Maximum Entropy Approach.

Hai Leong Chieu, Hwee Tou Ng

Proceedings of the Seventh Conference on Natural Language Learning, 2003

Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study.

Hwee Tou Ng, Bin Wang, Yee Seng Chan

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods.

Hai Leong Chieu, Hwee Tou Ng, Yoong Keok Lee

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002

Bayesian online classifiers for text classification and filtering.

Kian Ming Adam Chai, Hai Leong Chieu, Hwee Tou Ng

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Refining the Wrapper Approach - Smoothed Error Estimates for Feature Selection.

Loo-Nin Teow, Haifeng Liu, Hwee Tou Ng, Eric Yap

Proceedings of the Machine Learning, 2002

An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation.

Yoong Keok Lee, Hwee Tou Ng

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

Named Entity Recognition: A Maximum Entropy Approach Using Global Information.

Hai Leong Chieu, Hwee Tou Ng

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

Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text.

Hai Leong Chieu, Hwee Tou Ng

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

A Maximum Entropy Approach to Information Extraction from Semi-Structured and Free Text.

Hai Leong Chieu, Hwee Tou Ng

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

A Machine Learning Approach to Coreference Resolution of Noun Phrases.

Wee Meng Soon, Hwee Tou Ng, Chung Yong Lim

Comput. Linguistics, 2001

Question Answering Using a Large Text Database: A Machine Learning Approach.

Hwee Tou Ng, Jennifer Lai-Pheng Kwan, Yiyuan Xia

Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2001

2000

A Machine Learning Approach to Answering Questions for Reading Comprehension Tests.

Hwee Tou Ng, Leonghwee Teo, Jennifer Lai-Pheng Kwan

Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

1999

DSO at TREC-8: A Hybrid Algorithm for the Routing Task.

Hwee Tou Ng, Huey Ting Ang, Wee Meng Soon

Proceedings of The Eighth Text REtrieval Conference, 1999

Corpus-Based Learning for Noun Phrase Coreference Resolution.

Wee Meng Soon, Hwee Tou Ng, Chung Yong Lim

Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999

Learning to Recognize Tables in Free Text.

Hwee Tou Ng, Chung Yong Lim, Jessica Li Teng Koo

Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1997

Corpus-Based Approaches to Semantic Interpretation in NLP.

Hwee Tou Ng, John M. Zelle

AI Mag., 1997

Feature Selection, Perceptron Learning, and a Usability Case Study for Text Categorization.

Hwee Tou Ng, Wei Boon Goh, Kok Leong Low

Proceedings of the SIGIR '97: Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1997

Exemplar-Based Word Sense Disambiguation" Some Recent Improvements.

Hwee Tou Ng

Proceedings of the Second Conference on Empirical Methods in Natural Language Processing, 1997

1996

Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based Approach.

Hwee Tou Ng, Hian Beng Lee

Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics, 1996

1992

Abductive Plan Recognition and Diagnosis: A Comprehensive Empirical Evaluation.

Hwee Tou Ng, Raymond J. Mooney

Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR'92). Cambridge, 1992

1991

Model-Based, Multiple-Fault Diagnosis of Dynamic, Continuous Physical Devices.

Hwee Tou Ng

IEEE Expert, 1991

An Efficient First-Order Horn-Clause Abduction System Based on the ATMS.

Hwee Tou Ng, Raymond J. Mooney

Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990

On the Role of Coherence in Abductive Explanation.

Hwee Tou Ng, Raymond J. Mooney

Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990