Hwee Tou Ng

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 94

Top Venues

CoRR

EMNLP

ACL (1)

COLING

Publications

Qisheng Hu, Geonsik Moon, Hwee Tou Ng
From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models. ACL (1) (2024)
Qingyu Tan, Hwee Tou Ng, Lidong Bing
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning. ACL (Findings) (2024)
Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL (Findings) (2024)
Muhammad Reza Qorib, Hwee Tou Ng
System Combination via Quality Estimation for Grammatical Error Correction. EMNLP (2023)
Hai Ye, Qizhe Xie, Hwee Tou Ng
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering. CoRR (2023)
Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Christopher Chu En Chang, Fung Fung Lee, Wei Yin Chan, Wei Chong Tan, Han Jieh Tey, Fun Loon Leong, Hong Qi Tan, Wen Long Nei, Wen Yee Chay, David Wai Meng Tai, Gillianne Geet Yi Lai, Lionel Tim-Ee Cheng, Fuh Yong Wong, Matthew Chin Heng Chua, Melvin Lee Kiang Chua, Daniel Shao-Weng Tan, Choon Hua Thng, Iain Bee Huat Tan, Hwee Tou Ng
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing
Unlocking Temporal Question Answering for Large Language Models Using Code Execution. CoRR (2023)
Hannan Cao, Liping Yuan, Yuchen Zhang, Hwee Tou Ng
Unsupervised Grammatical Error Correction Rivaling Supervised Methods. EMNLP (2023)
Hai Ye, Hwee Tou Ng, Wenjuan Han
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness. CoRR (2023)
Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study. CoRR (2023)
Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng
ALLECS: A Lightweight Language Error Correction System. EACL (System Demonstrations) (2023)
Qingyu Tan, Hwee Tou Ng, Lidong Bing
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models. CoRR (2023)
Hwee Tou Ng
My Tenure as the Editor-in-Chief of Computational Linguistics. Comput. Linguistics 49 (4) (2023)
Hannan Cao, Wenmian Yang, Hwee Tou Ng
Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting. EACL (2023)
Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data. CoRR (2023)
Hai Ye, Qizhe Xie, Hwee Tou Ng
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering. ACL (1) (2023)
Ruixi Lin, Hwee Tou Ng
Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting. ACL (Findings) (2023)
Christopher Bryant, Zheng Yuan, Muhammad Reza Qorib, Hannan Cao, Hwee Tou Ng, Ted Briscoe
Grammatical Error Correction: A Survey of the State of the Art. Comput. Linguistics 49 (3) (2023)
Qingyu Tan, Hwee Tou Ng, Lidong Bing
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning. CoRR (2023)
Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data. ACL (Findings) (2023)
Muhammad Reza Qorib, Hwee Tou Ng
System Combination via Quality Estimation for Grammatical Error Correction. CoRR (2023)
Qingyu Tan, Hwee Tou Ng, Lidong Bing
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models. ACL (1) (2023)
Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study. EMNLP (Findings) (2022)
Muhammad Reza Qorib, Hwee Tou Ng
Grammatical Error Correction: Are We There Yet? COLING (2022)
Qian Lin, Hwee Tou Ng
A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues. AAAI (2022)
Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation. CoRR (2022)
Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng
Revisiting DocRED - Addressing the Overlooked False Negative Problem in Relation Extraction. CoRR (2022)
Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning. COLING (2022)
Ruixi Lin, Hwee Tou Ng
Does BERT Know that the IS-A Relation Is Transitive? ACL (2) (2022)
Qian Lin, Hwee Tou Ng
A Semi-Supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues. CoRR (2022)
Hai Ye, Hwee Tou Ng, Wenjuan Han
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness. ACL (1) (2022)
Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng
Frustratingly Easy System Combination for Grammatical Error Correction. NAACL-HLT (2022)
Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied
Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction. EMNLP (2022)
Christopher Bryant, Zheng Yuan, Muhammad Reza Qorib, Hannan Cao, Hwee Tou Ng, Ted Briscoe
Grammatical Error Correction: A Survey of the State of the Art. CoRR (2022)
Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation. ACL (Findings) (2022)
Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? EACL (2021)
Wenjuan Han, Hwee Tou Ng
Diversity-Driven Combination for Grammatical Error Correction. CoRR (2021)
Wenjuan Han, Hwee Tou Ng
Diversity-Driven Combination for Grammatical Error Correction. ICTAI (2021)
Ruixi Lin, Hwee Tou Ng
System Combination for Grammatical Error Correction Based on Integer Programming. RANLP (2021)
Tapas Nayak, Hwee Tou Ng
A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents. CoRR (2021)
Yang Song, Xin Cai Ong, Hwee Tou Ng, Qian Lin
Improved Word Sense Disambiguation with Enhanced Sense Representations. EMNLP (Findings) (2021)
Hannan Cao, Wenmian Yang, Hwee Tou Ng
Grammatical Error Correction with Contrastive Learning in Low Error Density Domains. EMNLP (Findings) (2021)
Ruixi Lin, Hwee Tou Ng
System Combination for Grammatical Error Correction Based on Integer Programming. CoRR (2021)
Tapas Nayak, Hwee Tou Ng
A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents. RANLP (2021)
Preslav Nakov, Hwee Tou Ng
Translating from Morphologically Complex Languages: A Paraphrase-Based Approach. CoRR (2021)
Tapas Nayak, Hwee Tou Ng
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction. AAAI (2020)
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing
Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification. CoRR (2020)
Souvik Kundu, Qian Lin, Hwee Tou Ng
Learning to Identify Follow-Up Questions in Conversational Question Answering. ACL (2020)
Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? CoRR (2020)
Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu
A Survey of Unsupervised Dependency Parsing. COLING (2020)
Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model. CoRR (2020)
Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model. IJCAI (2020)
Qian Lin, Souvik Kundu, Hwee Tou Ng
A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection. COLING (2020)
Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu
A Survey of Unsupervised Dependency Parsing. CoRR (2020)
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training. EMNLP (1) (2020)
Tapas Nayak, Hwee Tou Ng
Effective Attention Modeling for Neural Relation Extraction. CoRR (2019)
Steven Kester Yuwono, Hwee Tou Ng, Kee Yuan Ngiam
Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes. BioNLP@ACL (2019)
Tapas Nayak, Hwee Tou Ng
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction. CoRR (2019)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis. CoRR (2019)
Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. EMNLP/IJCNLP (1) (2019)
Tapas Nayak, Hwee Tou Ng
Effective Attention Modeling for Neural Relation Extraction. CoNLL (2019)
Wee Chung Gan, Hwee Tou Ng
Improving the Robustness of Question Answering Systems to Question Paraphrasing. ACL (1) (2019)
Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. CoRR (2019)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis. ACL (1) (2019)
Shamil Chollampatt, Weiqi Wang, Hwee Tou Ng
Cross-Sentence Grammatical Error Correction. ACL (1) (2019)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification. EMNLP (2018)
Souvik Kundu, Hwee Tou Ng
A Nil-Aware Answer Extraction Framework for Question Answering. EMNLP (2018)
Shamil Chollampatt, Hwee Tou Ng
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction. CoRR (2018)
Souvik Kundu, Hwee Tou Ng
A Question-Focused Multi-Factor Attention Network for Question Answering. AAAI (2018)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
Effective Attention Modeling for Aspect-Level Sentiment Classification. COLING (2018)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
Exploiting Document Knowledge for Aspect-level Sentiment Classification. ACL (2) (2018)
Christian Hadiwinoto, Hwee Tou Ng
Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation. LREC (2018)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification. CoRR (2018)
Souvik Kundu, Hwee Tou Ng
A Question-Focused Multi-Factor Attention Network for Question Answering. CoRR (2018)
Christian Hadiwinoto, Hwee Tou Ng
Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation. CoRR (2018)
Shamil Chollampatt, Hwee Tou Ng
A Reassessment of Reference-Based Grammatical Error Correction Metrics. COLING (2018)
Shamil Chollampatt, Hwee Tou Ng
Neural Quality Estimation of Grammatical Error Correction. EMNLP (2018)
Shamil Chollampatt, Hwee Tou Ng
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction. AAAI (2018)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
Exploiting Document Knowledge for Aspect-level Sentiment Classification. CoRR (2018)
Shamil Chollampatt, Hwee Tou Ng
Connecting the Dots: Towards Human-Level Grammatical Error Correction. BEA@EMNLP (2017)
Christian Hadiwinoto, Hwee Tou Ng
A Dependency-Based Neural Reordering Model for Statistical Machine Translation. CoRR (2017)
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier
An Unsupervised Neural Attention Model for Aspect Extraction. ACL (1) (2017)
Christian Hadiwinoto, Hwee Tou Ng
A Dependency-Based Neural Reordering Model for Statistical Machine Translation. AAAI (2017)
Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng
Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction. IJCAI (2016)
Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Attapol Rutherford, Bonnie L. Webber, Chuan Wang, Hongmin Wang
CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing. CoNLL Shared Task (2016)
Shamil Chollampatt, Duc Tam Hoang, Hwee Tou Ng
Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models. EMNLP (2016)
Kaveh Taghipour, Hwee Tou Ng
A Neural Approach to Automated Essay Scoring. EMNLP (2016)
Pidong Wang, Preslav Nakov, Hwee Tou Ng
Source Language Adaptation Approaches for Resource-Poor Machine Translation. Comput. Linguistics 42 (2) (2016)
Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng
Neural Network Translation Models for Grammatical Error Correction. CoRR (2016)
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng
To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation. CoRR (2016)
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng
To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation. AAAI (2016)
Steven Kester Yuwono, Hwee Tou Ng, Kee Yuan Ngiam
Automated Anonymization as Spelling Variant Detection. ClinicalNLP@COLING 2016 (2016)
Duc Tam Hoang, Shamil Chollampatt, Hwee Tou Ng
Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction. CoRR (2016)
Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng
Neural Network Translation Models for Grammatical Error Correction. IJCAI (2016)
Kaveh Taghipour, Hwee Tou Ng
Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains. HLT-NAACL (2015)
Kaveh Taghipour, Hwee Tou Ng
One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction. CoNLL (2015)
Peter Phandi, Kian Ming Adam Chai, Hwee Tou Ng
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression. EMNLP (2015)
Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Rashmi Prasad, Christopher Bryant, Attapol Rutherford
The CoNLL-2015 Shared Task on Shallow Discourse Parsing. CoNLL Shared Task (2015)
Christopher Bryant, Hwee Tou Ng
How Far are We from Fully Automatic High Quality Grammatical Error Correction? ACL (1) (2015)
Hwee Tou Ng, Siew Mei Wu, Ted Briscoe, Christian Hadiwinoto, Raymond Hendy Susanto, Christopher Bryant
The CoNLL-2014 Shared Task on Grammatical Error Correction. CoNLL Shared Task (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hwee Tou Ng