← Authors

Hwee Tou Ng

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

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (25) πŸ—ΊοΈ Taxonomy Completionist (12) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (11) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🏠 Conference Loyalist (45) 🀝 Dynamic Duo (14) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (246) ❓ The Questioner (8) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (132) πŸ”₯ Unstoppable (26)

Conferences

ACL (45) EMNLP (42) CONLL (14) COLING (11) AAAI (4) IJCNLP (4) NAACL (4) EACL (3) IJCAI (3) SEMEVAL (2) ICCV (1)

Top co-authors

Daniel Dahlmeier (14) Yee Seng Chan (10) Lidong Bing (9) Ruidan He (9) Muhammad Reza Qorib (9) Hai Ye (8) Qingyu Tan (7) Wee Sun Lee (7) Christian Hadiwinoto (6) Shamil Chollampatt (6)

Keywords

grammatical error correction (11) large language model (9) question answering (6) neural network (5) semi-supervised learning (3) attention mechanism (3) knowledge distillation (3) unsupervised learning (3) data augmentation (3) semantic analysis (3) reinforcement learning (3) word sense disambiguation (3) domain adaptation (3) text generation (3) pre-trained language model (3) relation extraction (3) contrastive learning (2) transfer learning (2) named entity recognition (2) temporal reasoning (2)

Papers

SlideTailor: Personalized Presentation Slide Generation for Scientific Papers AAAI 2026
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025
Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025
A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025
Factorized Learning for Temporally Grounded Video-Language Models ICCV 2025
Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance AAAI 2025
Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025
DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025
Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models ACL 2025
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024
From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024
Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024
ALLECS: A Lightweight Language Error Correction System EACL 2023
System Combination via Quality Estimation for Grammatical Error Correction EMNLP 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ACL 2023
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models ACL 2023
Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting EACL 2023
Unsupervised Grammatical Error Correction Rivaling Supervised Methods EMNLP 2023
WAMP: Writing, Annotation, and Marking Platform IJCNLP 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering ACL 2023
Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting ACL 2023
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022
Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study EMNLP 2022
Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction EMNLP 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022
Grammatical Error Correction: Are We There Yet? COLING 2022
A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues AAAI 2022
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness ACL 2022
Does BERT Know that the IS-A Relation Is Transitive? ACL 2022
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? EACL 2021
Improved Word Sense Disambiguation with Enhanced Sense Representations EMNLP 2021
Grammatical Error Correction with Contrastive Learning in Low Error Density Domains EMNLP 2021
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction AAAI 2020
Learning to Identify Follow-Up Questions in Conversational Question Answering ACL 2020
A Survey of Unsupervised Dependency Parsing COLING 2020
A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection COLING 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020
Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations EMNLP 2019
Effective Attention Modeling for Neural Relation Extraction CONLL 2019
Cross-Sentence Grammatical Error Correction ACL 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis ACL 2019
Improving the Robustness of Question Answering Systems to Question Paraphrasing ACL 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations IJCNLP 2019
Effective Attention Modeling for Aspect-Level Sentiment Classification COLING 2018
Exploiting Document Knowledge for Aspect-level Sentiment Classification ACL 2018
A Reassessment of Reference-Based Grammatical Error Correction Metrics COLING 2018
A Nil-Aware Answer Extraction Framework for Question Answering EMNLP 2018
Neural Quality Estimation of Grammatical Error Correction EMNLP 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017
CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing CONLL 2016
A Neural Approach to Automated Essay Scoring EMNLP 2016
Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models EMNLP 2016
Neural Network Translation Models for Grammatical Error Correction IJCAI 2016
Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction IJCAI 2016
The CoNLL-2015 Shared Task on Shallow Discourse Parsing CONLL 2015
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression EMNLP 2015
How Far are We from Fully Automatic High Quality Grammatical Error Correction? IJCNLP 2015
How Far are We from Fully Automatic High Quality Grammatical Error Correction? ACL 2015
Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains NAACL 2015
One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction CONLL 2015
Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task CONLL 2014
A Beam-Search Decoder for Disfluency Detection COLING 2014
The CoNLL-2014 Shared Task on Grammatical Error Correction CONLL 2014
System Combination for Grammatical Error Correction EMNLP 2014
Combining Punctuation and Disfluency Prediction: An Empirical Study EMNLP 2014
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing EMNLP 2014
Towards Robust Linguistic Analysis using OntoNotes CONLL 2013
A Beam-Search Decoder for Normalization of Social Media Text with Application to Machine Translation NAACL 2013
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution EMNLP 2013
Grammatical Error Correction Using Integer Linear Programming ACL 2013
The CoNLL-2013 Shared Task on Grammatical Error Correction CONLL 2013
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task CONLL 2013
Character-Level Machine Translation Evaluation for Languages with Ambiguous Word Boundaries ACL 2012
Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation ACL 2012
A Beam-Search Decoder for Grammatical Error Correction EMNLP 2012
Source Language Adaptation for Resource-Poor Machine Translation EMNLP 2012
A Beam-Search Decoder for Grammatical Error Correction CONLL 2012
Source Language Adaptation for Resource-Poor Machine Translation CONLL 2012
Better Evaluation for Grammatical Error Correction NAACL 2012
Word Sense Disambiguation Improves Information Retrieval ACL 2012
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions EMNLP 2011
Translating from Morphologically Complex Languages: A Paraphrase-Based Approach ACL 2011
Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level? ACL 2011
Correcting Semantic Collocation Errors with L1-induced Paraphrases EMNLP 2011
Better Evaluation Metrics Lead to Better Machine Translation EMNLP 2011
Automatically Evaluating Text Coherence Using Discourse Relations ACL 2011
Grammatical Error Correction with Alternating Structure Optimization ACL 2011
Joint Syntactic and Semantic Parsing of Chinese ACL 2010
Maximum Metric Score Training for Coreference Resolution COLING 2010
It Makes Sense: A Wide-Coverage Word Sense Disambiguation System for Free Text ACL 2010
Better Punctuation Prediction with Dynamic Conditional Random Fields EMNLP 2010
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts EMNLP 2010
Natural Language Generation with Tree Conditional Random Fields EMNLP 2009
Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages EMNLP 2009
Recognizing Implicit Discourse Relations in the Penn Discourse Treebank EMNLP 2009
Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases EMNLP 2009
Word Sense Disambiguation Using OntoNotes: An Empirical Study EMNLP 2008
A Generative Model for Parsing Natural Language to Meaning Representations EMNLP 2008
Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms EMNLP 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing EMNLP 2008
MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation ACL 2008
Word Sense Disambiguation Improves Statistical Machine Translation ACL 2007
A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval EMNLP 2007
Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach EMNLP 2007
NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks SEMEVAL 2007
A Unified Tagging Approach to Text Normalization ACL 2007
Learning Predictive Structures for Semantic Role Labeling of NomBank ACL 2007
Domain Adaptation with Active Learning for Word Sense Disambiguation ACL 2007
A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval CONLL 2007
Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach CONLL 2007
SemEval-2007 Task 11: English Lexical Sample Task via English-Chinese Parallel Text SEMEVAL 2007
Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation COLING 2006
Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation ACL 2006
Semantic Role Labeling of NomBank: A Maximum Entropy Approach EMNLP 2006
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL’05) ACL 2005
A Maximum Entropy Approach to Chinese Word Segmentation IJCNLP 2005
Mining New Word Translations from Comparable Corpora COLING 2004
Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based? EMNLP 2004
Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study ACL 2003
Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods ACL 2003
Named Entity Recognition with a Maximum Entropy Approach CONLL 2003
Named Entity Recognition: A Maximum Entropy Approach Using Global Information COLING 2002
Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text ACL 2002
An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation EMNLP 2002
Question Answering Using a Large Text Database: A Machine Learning Approach EMNLP 2001
A Machine Learning Approach to Answering Questions for Reading Comprehension Tests EMNLP 2000
A Machine Learning Approach to Answering Questions for Reading Comprehension Tests ACL 2000