---
title: "Hwee Tou Ng — all works — Elamur Research"
description: "All 49 works of Hwee Tou Ng in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/hwee-tou-ng/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hwee-tou-ng/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Hwee Tou Ng](https://md.research.elamur.ai/free/en/authors/hwee-tou-ng/) / all works

# Hwee Tou Ng — all works

49 works · [← Hwee Tou Ng](https://md.research.elamur.ai/free/en/authors/hwee-tou-ng/)

1. [**A Machine Learning Approach to Coreference Resolution of Noun Phrases**Wee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim*English · 1,289 citations*](https://md.research.elamur.ai/free/en/papers/soon-2001-machine-learning-approach-coreference-resolution/)
2. **[A Neural Approach to Automated Essay Scoring](https://md.research.elamur.ai/free/en/papers/taghipour-2016-neural-approach-automated-essay-scoring/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Kaveh Taghipour, Hwee Tou Ng*2016 · 654 citations*
3. **[Towards Robust Linguistic Analysis using OntoNotes ↗](https://aclanthology.org/W13-3516/) Proceedings of the Seventeenth Conference on Computational Natural Language Learning · no summary yet**Sameer Pradhan et al.*2013 · 583 citations*
4. **[Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English](https://md.research.elamur.ai/free/en/papers/dahlmeier-2013-building-large-annotated-corpus-learner/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Daniel Dahlmeier, Hwee Tou Ng, Siew Mei Wu*2013 · 561 citations*
5. **[Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based Approach](https://md.research.elamur.ai/free/en/papers/ng-1996-integrating-multiple-knowledge-sources-disambiguate/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hwee Tou Ng, Hian Beng Lee*1996 · 505 citations*
6. **[An Unsupervised Neural Attention Model for Aspect Extraction](https://md.research.elamur.ai/free/en/papers/he-2017-unsupervised-neural-attention-model-aspect/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruidan He, Wee Sun Lee, Hwee Tou Ng, et al.*2017 · 477 citations*
7. **[Word Sense Disambiguation Improves Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/chan-2007-word-sense-disambiguation-improves-statistical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yee Seng Chan, Hwee Tou Ng, David Chiang*2007 · 416 citations*
8. **[Recognizing Implicit Discourse Relations in the Penn Discourse Treebank](https://md.research.elamur.ai/free/en/papers/lin-2009-recognizing-implicit-discourse-relations-penn/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ziheng Lin, Min-Yen Kan, Hwee Tou Ng*2009 · 413 citations*
9. **[An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/he-2019-interactive-multi-task-learning-network/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruidan He, Wee Sun Lee, Hwee Tou Ng, et al.*2019 · 351 citations*
10. **[A PDTB-Styled End-to-End Discourse Parser](https://md.research.elamur.ai/free/en/papers/lin-2010-pdtb-styled-end-end-discourse/) [Natural Language Engineering](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/)**Ziheng Lin, Hwee Tou Ng, Min-Yen Kan*2010 · 332 citations*
11. **[An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation](https://md.research.elamur.ai/free/en/papers/lee-2002-empirical-evaluation-knowledge-sources-learning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yoong Keok Lee, Hwee Tou Ng*2002 · 303 citations*
12. **[A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction ↗](https://arxiv.org/abs/1801.08831) arXiv:1801.08831 · no summary yet**Shamil Chollampatt, Hwee Tou Ng*2018 · 302 citations*
13. **[Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?](https://md.research.elamur.ai/free/en/papers/ng-2004-chinese-part-speech-tagging-one/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hwee Tou Ng, Jin Kiat Low*2004 · 243 citations*
14. **[Exploiting Document Knowledge for Aspect-level Sentiment Classification ↗](https://aclanthology.org/P18-2092/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Ruidan He et al.*2018 · 242 citations*
15. **[Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression ↗](https://aclanthology.org/D15-1049/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Peter Phandi, Kian Ming A. Chai, Hwee Tou Ng*2015 · 225 citations*
16. **[Automatically Evaluating Text Coherence Using Discourse Relations](https://md.research.elamur.ai/free/en/papers/lin-2011-automatically-evaluating-text-coherence-discourse/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziheng Lin, Hwee Tou Ng, Min-Yen Kan*2011 · 219 citations*
17. **[The CoNLL-2015 Shared Task on Shallow Discourse Parsing](https://md.research.elamur.ai/free/en/papers/xue-2015-conll-2015-shared-task-shallow/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.*2015 · 210 citations*
18. **[A Generative Model for Parsing Natural Language to Meaning Representations](https://md.research.elamur.ai/free/en/papers/lu-2008-generative-model-parsing-natural-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wei Lu, Hwee Tou Ng, Wee Sun Lee, et al.*2008 · 210 citations*
19. **[Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study](https://md.research.elamur.ai/free/en/papers/ng-2003-exploiting-parallel-texts-word-sense/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hwee Tou Ng, Bin Wang, Yee Seng Chan*2003 · 210 citations*
20. [**CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing**Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.*English · 187 citations*](https://md.research.elamur.ai/free/en/papers/xue-2016-conll-2016-shared-task-multilingual/)
21. **[Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation](https://md.research.elamur.ai/free/en/papers/tan-2022-document-level-relation-extraction-adaptive/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Qingyu Tan, Ruidan He, Lidong Bing, et al.*2022 · 169 citations*
22. **[Improving the Robustness of Question Answering Systems to Question Paraphrasing ↗](https://aclanthology.org/P19-1610/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Wee Chung Gan, Hwee Tou Ng*2019 · 164 citations*
23. **[Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction](https://md.research.elamur.ai/free/en/papers/tan-2022-revisiting-docred-addressing-false-negative/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Qingyu Tan, Lu Xu, Lidong Bing, et al.*2022 · 151 citations*
24. **[Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations ↗](https://aclanthology.org/D19-1533/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan*2019 · 138 citations*
25. **[Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach](https://md.research.elamur.ai/free/en/papers/zhao-2007-identification-resolution-chinese-zero-pronouns/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Shanheng Zhao, Hwee Tou Ng*2007 · 138 citations*
26. **[One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction ↗](https://aclanthology.org/K15-1037/) Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yet**Kaveh Taghipour, Hwee Tou Ng*2015 · 117 citations*
27. **[MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation ↗](https://aclanthology.org/P08-1007/) Proceedings of ACL-08: HLT · no summary yet**Yee Seng Chan, Hwee Tou Ng*2008 · 116 citations*
28. **[Correcting Semantic Collocation Errors with L1-induced Paraphrases ↗](https://aclanthology.org/D11-1010/) Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yet**Daniel Dahlmeier, Hwee Tou Ng*2011 · 93 citations*
29. **[NUS-PT: Exploiting Parallel Texts for Word Sense Disambiguation in the English All-Words Tasks](https://md.research.elamur.ai/free/en/papers/chan-2007-nus-pt-exploiting-parallel-texts/) [International Workshop on Semantic Evaluations](https://md.research.elamur.ai/free/en/venues/international-workshop-on-semantic-evaluations/)**Yee Seng Chan, Hwee Tou Ng, Zhi Zhong*2007 · 91 citations*
30. **[Neural Quality Estimation of Grammatical Error Correction ↗](https://aclanthology.org/D18-1274/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Shamil Chollampatt, Hwee Tou Ng*2018 · 84 citations*
31. **[Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification ↗](https://aclanthology.org/D18-1383/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Ruidan He et al.*2018 · 80 citations*
32. [**Neural Network Translation Models for Grammatical Error Correction arXiv:1606.00189**Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng*2016 · 79 citations*](https://md.research.elamur.ai/free/en/papers/chollampatt-2016-neural-network-translation-models-grammatical/)
33. **[Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms ↗](https://aclanthology.org/D08-1064/) Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yet**David Chiang et al.*2008 · 78 citations*
34. **[A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions ↗](https://aclanthology.org/D11-1149/) Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yet**Wei Lu, Hwee Tou Ng*2011 · 74 citations*
35. **[TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis ↗](https://aclanthology.org/W10-1754/) Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR · no summary yet**Chang Liu, Daniel Dahlmeier, Hwee Tou Ng*2010 · 59 citations*
36. **[Better Evaluation Metrics Lead to Better Machine Translation ↗](https://aclanthology.org/D11-1035/) Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yet**Chang Liu, Daniel Dahlmeier, Hwee Tou Ng*2011 · 57 citations*
37. **[PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts ↗](https://aclanthology.org/D10-1090/) Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yet**Chang Liu, Daniel Dahlmeier, Hwee Tou Ng*2010 · 44 citations*
38. **[A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing](https://md.research.elamur.ai/free/en/papers/kong-2014-constituent-based-approach-argument-labeling/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fang Kong, Hwee Tou Ng, Guodong Zhou*2014 · 42 citations*
39. **[Evaluation of WSD Systems ↗](https://doi.org/10.1007/978-1-4020-4809-8_4) Text, speech and language technology · no summary yet**Martha Stone Palmer, Hwee Tou Ng, Hoa Trang Dang*2007 · 34 citations*
40. **[Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation ↗](https://aclanthology.org/P12-1106/) Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ziheng Lin et al.*2012 · 29 citations*
41. **[TESLA at WMT 2011: Translation Evaluation and Tunable Metric ↗](https://aclanthology.org/W11-2106/) Proceedings of the Sixth Workshop on Statistical Machine Translation · no summary yet**Daniel Dahlmeier, Chang Liu, Hwee Tou Ng*2011 · 29 citations*
42. **[Exploiting Zero Pronouns to Improve Chinese Coreference Resolution](https://md.research.elamur.ai/free/en/papers/kong-2013-exploiting-zero-pronouns-improve-chinese/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fang Kong, Hwee Tou Ng*2013 · 27 citations*
43. **[Domain Adaptation with Active Learning for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhao-2014-domain-adaptation-active-learning-coreference/) [International Workshop on Health Text Mining and Information Analysis](https://md.research.elamur.ai/free/en/venues/international-workshop-on-health-text-mining-and-information-analysis-louhi/)**Shanheng Zhao, Hwee Tou Ng*2014 · 24 citations*
44. **[Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level? ↗](https://aclanthology.org/P11-2028/) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Maoxi Li, Chengqing Zong, Hwee Tou Ng*2011 · 22 citations*
45. **[Grammatical Error Correction with Contrastive Learning in Low Error Density Domains ↗](https://aclanthology.org/2021.findings-emnlp.419/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Hannan Cao, Wenmian Yang, Hwee Tou Ng*2021 · 21 citations*
46. **[Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction ↗](https://arxiv.org/abs/1606.00210) arXiv:1606.00210 · no summary yet**Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng*2016 · 20 citations*
47. **[Character-Level Machine Translation Evaluation for Languages with Ambiguous Word Boundaries ↗](https://aclanthology.org/P12-1097/) Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Chang Liu, Hwee Tou Ng*2012 · 8 citations*
48. **[Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation ↗](https://aclanthology.org/L18-1003/) Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yet**Christian Hadiwinoto, Hwee Tou Ng*2018 · 2 citations*
49. **[ii SPONSORS: The Association for Computational Linguistics (ACL) SIGDAT (ACL's SIG for Linguistic Data and Corpus-based Approaches to NLP) INVITED SPEAKER: ↗](https://openalex.org/W7098636606) no summary yet**Nancy Ide et al.*1998*