🎓 Works of National University of Singapore

61 works · the most cited first · ← National University of Singapore

1. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,375 citations
2. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
3. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
4. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,668 citations
5. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,287 citations
6. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,019 citations
7. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,006 citations
8. MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.2023 · 907 citations
9. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
10. A Neural Approach to Automated Essay ScoringKaveh Taghipour, Hwee Tou Ng2016 · 652 citations
11. A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 571 citations
12. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 539 citations
13. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
14. SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific ArticlesSu Nam Kim, Olena Medelyan, Min-Yen Kan, et al.2010 · 459 citations
15. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesWenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 426 citations
16. Word Sense Disambiguation Improves Statistical Machine TranslationYee Seng Chan, Hwee Tou Ng, David Chiang2007 · 415 citations
17. Recognizing Implicit Discourse Relations in the Penn Discourse TreebankZiheng Lin, Min-Yen Kan, Hwee Tou Ng2009 · 412 citations
18. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringShamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
19. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 396 citations
20. The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational LinguisticsSteven Bird, Robert Dale, Bonnie Dorr, et al.2008 · 364 citations
21. An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisRuidan He, Wee Sun Lee, Hwee Tou Ng, et al.2019 · 348 citations
22. MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesWeihao Yu, Zhengyuan Yang, Linjie Li, et al.2023 · 328 citations
23. Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 313 citations
24. Hallucination is Inevitable: An Innate Limitation of Large Language ModelsZiwei Xu, Sanjay Jain, Mohan Kankanhalli2024 · 309 citations
25. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ng2002 · 302 citations
26. ReClor: A Reading Comprehension Dataset Requiring Logical ReasoningWeihao Yu, Zihang Jiang, Yanfei Dong, et al.2020 · 283 citations
27. Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?Hwee Tou Ng, Jin Kiat Low2004 · 243 citations
28. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
29. Few-Shot Charge Prediction with Discriminative Legal AttributesZikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
30. Automatically Evaluating Text Coherence Using Discourse RelationsZiheng Lin, Hwee Tou Ng, Min-Yen Kan2011 · 218 citations
31. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
32. Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical StudyHwee Tou Ng, Bin Wang, Yee Seng Chan2003 · 209 citations
33. On the Effectiveness of Adapter-based Tuning for Pretrained Language Model AdaptationRuidan He, Linlin Liu, Hai Ye, et al.2021 · 204 citations
34. CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2016 · 187 citations
35. Coreference Resolution Using Competition Learning ApproachXiaofeng Yang, Guodong Zhou, Jian Su, et al.2003 · 184 citations
36. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
37. On the Risk of Misinformation Pollution with Large Language ModelsYikang Pan, Liangming Pan, Wenhu Chen, et al.2023 · 177 citations
38. Predicting Discourse Connectives for Implicit Discourse Relation RecognitionZhi-Min Zhou, Yu Xu, Zheng-Yu Niu, et al.2010 · 163 citations
39. Reasoning with Language Model Prompting: A SurveyShuofei Qiao, Yixin Ou, Ningyu Zhang, et al.2022 · 160 citations
40. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 145 citations
41. Identification and Resolution of Chinese Zero Pronouns: A Machine Learning ApproachShanheng Zhao, Hwee Tou Ng2007 · 138 citations
42. Faithful Logical Reasoning via Symbolic Chain-of-ThoughtJundong Xu, Hao Fei, Liangming Pan, et al.2024 · 129 citations
43. Sequence Parallelism: Long Sequence Training from System PerspectiveShenggui Li, Fuzhao Xue, Chaitanya Baranwal, et al.2023 · 128 citations
44. Kernel-Based Pronoun Resolution with Structured Syntactic KnowledgeXiaofeng Yang, Jian Su, Chew Lim Tan2006 · 100 citations
45. A Public Reference Implementation of the RAP Anaphora Resolution AlgorithmLong Qiu, Min-Yen Kan, Tat-Seng Chua2004 · 97 citations
46. An Entity-Mention Model for Coreference Resolution with Inductive Logic ProgrammingXiaofeng Yang, Jian Su, Jun Lang, et al.2008 · 94 citations
47. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsDevamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
48. Neural Network Translation Models for Grammatical Error CorrectionShamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng2016 · 79 citations
49. Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility InformationXiaofeng Yang, Jian Su, Chew Lim Tan2005 · 63 citations
50. A Twin-Candidate Model for Learning-Based Anaphora ResolutionXiaofeng Yang, Jian Su, Chew Lim Tan2008 · 60 citations
51. Improving Pronoun Resolution by Incorporating Coreferential Information of CandidatesXiaofeng Yang, Jian Su, Guodong Zhou, et al.2004 · 47 citations
52. A Unified Event Coreference Resolution by Integrating Multiple ResolversBin Chen, Jian Su, Sinno Jialin Pan, et al.2011 · 43 citations
53. A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse ParsingFang Kong, Hwee Tou Ng, Guodong Zhou2014 · 42 citations
54. Topological Ordering of Function Words in Hierarchical Phrase-based TranslationHendra Setiawan, Min-Yen Kan, Haizhou Li, et al.2009 · 31 citations
55. Exploiting Zero Pronouns to Improve Chinese Coreference ResolutionFang Kong, Hwee Tou Ng2013 · 27 citations
56. Domain Adaptation with Active Learning for Coreference ResolutionShanheng Zhao, Hwee Tou Ng2014 · 24 citations
57. A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification CapabilityXiaofeng Yang, Jian Su, Chew Lim Tan2005 · 17 citations
58. Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse RelationsYisong Miao, Hongfu Liu, Wenqiang Lei, et al.2024 · 16 citations
59. NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement LearningSujatha Das Gollapalli, Mouad Hakam, Mingzhe Du, et al.2026 · 1 citation
60. Diff4TST: Masked Diffusion Language Model for Text Style TransferXinchen Ma, Gaole He, Yunshi Lan, et al.2026
61. EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressionsCharlotte Noel, Nicholas Asher, Olivier Gouvert, et al.2026

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