Hwee Tou Ng

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