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Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation

Jan 15, 2021
Mudit Chaudhary, Borislav Dzodzo, Sida Huang, Chun Hei Lo, Mingzhi Lyu, Lun Yiu Nie, Jinbo Xing, Tianhua Zhang, Xiaoying Zhang, Jingyan Zhou, Hong Cheng, Wai Lam, Helen Meng

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A Theoretical Analysis of the Repetition Problem in Text Generation

Dec 29, 2020
Zihao Fu, Wai Lam, Anthony Man-Cho So, Bei Shi

* AAAI 21 Paper with Appendix 

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Narrative Incoherence Detection

Dec 21, 2020
Deng Cai, Yizhe Zhang, Yichen Huang, Wai Lam, Bill Dolan

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Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond

Oct 23, 2020
Xin Li, Lidong Bing, Wenxuan Zhang, Zheng Li, Wai Lam

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Multi-hop Inference for Question-driven Summarization

Oct 08, 2020
Yang Deng, Wenxuan Zhang, Wai Lam

* Accepted by EMNLP 2020 (main conference, long paper) 

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Partially-Aligned Data-to-Text Generation with Distant Supervision

Oct 03, 2020
Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

* To appear EMNLP 2020. 11 pages 

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Enhancing Dialogue Generation via Multi-Level Contrastive Learning

Sep 19, 2020
Xin Li, Piji Li, Yan Wang, Xiaojiang Liu, Wai Lam

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Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce

Aug 28, 2020
Yang Deng, Wenxuan Zhang, Wai Lam

* Accepted by CIKM 2020 (Full Paper) 

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Contextualized Code Representation Learning for Commit Message Generation

Jul 14, 2020
Lun Yiu Nie, Cuiyun Gao, Zhicong Zhong, Wai Lam, Yang Liu, Zenglin Xu

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AMR Parsing via Graph-Sequence Iterative Inference

Apr 29, 2020
Deng Cai, Wai Lam

* ACL2020 

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Context-aware Helpfulness Prediction for Online Product Reviews

Apr 27, 2020
Iyiola E. Olatunji, Xin Li, Wai Lam

* Published as a proceeding paper in AIRS 2019 

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Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization

Apr 07, 2020
Piji Li, Lidong Bing, Zhongyu Wei, Wai Lam

* 11 pages, @CUHK. arXiv admin note: text overlap with arXiv:1803.11070, arXiv:1708.00625 

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Review-guided Helpful Answer Identification in E-commerce

Mar 13, 2020
Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma

* Accepted by WWW2020 

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Graph Transformer for Graph-to-Sequence Learning

Nov 30, 2019
Deng Cai, Wai Lam

* accepted by AAAI2020 

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Relevance-Promoting Language Model for Short-Text Conversation

Nov 26, 2019
Xin Li, Piji Li, Wei Bi, Xiaojiang Liu, Wai Lam

* AAAI 2020 

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Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering

Nov 22, 2019
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

* Accepted by AAAI 2020 (oral) 

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Review-based Question Generation with Adaptive Instance Transfer and Augmentation

Nov 05, 2019
Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si

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Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Oct 04, 2019
Xin Li, Lidong Bing, Wenxuan Zhang, Wai Lam

* NUT [email protected] 

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Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion

Sep 25, 2019
Zihao Wang, Kwun Ping Lai, Piji Li, Lidong Bing, Wai Lam

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Core Semantic First: A Top-down Approach for AMR Parsing

Sep 12, 2019
Deng Cai, Wai Lam

* EMNLP2019 

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Fact Discovery from Knowledge Base via Facet Decomposition

Apr 21, 2019
Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam

* NAACL 2019 

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Persona-Aware Tips Generation

Mar 13, 2019
Piji Li, Zihao Wang, Lidong Bing, Wai Lam

* Accepted to WWW'2019, 11 pages 

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A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

Nov 13, 2018
Xin Li, Lidong Bing, Piji Li, Wai Lam

* AAAI 2019 

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Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory

Nov 02, 2018
Deng Cai, Yan Wang, Victoria Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi

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QuaSE: Sequence Editing under Quantifiable Guidance

Aug 31, 2018
Yi Liao, Lidong Bing, Piji Li, Shuming Shi, Wai Lam, Tong Zhang

* accepted by emnlp2018 

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Actor-Critic based Training Framework for Abstractive Summarization

Aug 15, 2018
Piji Li, Lidong Bing, Wai Lam

* 10 pages. arXiv admin note: text overlap with arXiv:1708.00625 

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Learning Domain-Sensitive and Sentiment-Aware Word Embeddings

May 10, 2018
Bei Shi, Zihao Fu, Lidong Bing, Wai Lam

* ACL2018 
* 11 pages, published in ACL2018 

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