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Hwee Tou Ng

DSO National Laboratories

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model


Nov 23, 2020
Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

* IJCAI-PRICAI2020 

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


Oct 06, 2020
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

* To appear at EMNLP 2020. 14 pages 

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A Survey of Unsupervised Dependency Parsing


Oct 04, 2020
Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu

* COLING 2020 

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


Sep 24, 2020
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

* To appear EMNLP 2020. 15 pages 

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


Feb 23, 2020
Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung


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Effective Attention Modeling for Neural Relation Extraction


Dec 09, 2019
Tapas Nayak, Hwee Tou Ng

* Accepted at CoNLL 2019 

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


Nov 22, 2019
Tapas Nayak, Hwee Tou Ng

* Accepted at AAAI 2020 

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Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations


Oct 01, 2019
Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan

* 10 pages, 2 figures, EMNLP 2019 

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


Jun 17, 2019
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

* Accepted to ACL2019 

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Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification


Sep 03, 2018
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

* Accepted to EMNLP2018 

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Exploiting Document Knowledge for Aspect-level Sentiment Classification


Jun 12, 2018
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

* Accepted to ACL 2018 (short paper) 

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


May 04, 2018
Christian Hadiwinoto, Hwee Tou Ng

* LREC 2018 (8 pages, 2 figures) 

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


Jan 26, 2018
Shamil Chollampatt, Hwee Tou Ng

* 8 pages, 3 figures, In Proceedings of AAAI 2018 

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


Jan 25, 2018
Souvik Kundu, Hwee Tou Ng

* 8 pages, AAAI 2018 

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A Dependency-Based Neural Reordering Model for Statistical Machine Translation


Feb 15, 2017
Christian Hadiwinoto, Hwee Tou Ng

* Proceedings of AAAI-17 (2017) 
* 7 pages, 3 figures, Proceedings of AAAI-17 

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


Aug 03, 2016
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng

* Proceedings of AAAI-16. (pp. 2943--2949) (2016) 
* 7 pages, 1 figures, Proceedings of AAAI-16 

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


Jun 01, 2016
Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng

* Accepted for presentation at IJCAI-16 

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Neural Network Translation Models for Grammatical Error Correction


Jun 01, 2016
Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng

* Accepted for presentation at IJCAI-16 

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


Jan 23, 2014
Preslav Ivanov Nakov, Hwee Tou Ng

* Journal Of Artificial Intelligence Research, Volume 44, pages 179-222, 2012 

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A PDTB-Styled End-to-End Discourse Parser


Nov 03, 2010
Ziheng Lin, Hwee Tou Ng, Min-Yen Kan

* Natural Language Engineering 20 (02), 151 - 184, 2014 
* 15 pages, 5 figures, 7 tables 

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Exemplar-Based Word Sense Disambiguation: Some Recent Improvements


Jun 10, 1997
Hwee Tou Ng

* In Proceedings of the Second Conference on Empirical Methods in Natural Language Processing (EMNLP-2), August 1997 
* 6 pages 

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


Jun 29, 1996
Hwee Tou Ng, Hian Beng Lee

* ACL-96 
* In Proceedings of ACL96, 8 pages 

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