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Towards Generalizable and Robust Text-to-SQL Parsing


Oct 23, 2022
Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li

* Findings of EMNLP 2022 

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PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance


Oct 17, 2022
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua

* Accepted by EMNLP 2022 (main conference) 

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A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning


Oct 10, 2022
Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny

* 6 pages, Under review , Code available at https://github.com/Pauljanson002/pretrained-cl.git 

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UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue


Apr 16, 2022
Chang Gao, Wenxuan Zhang, Wai Lam

* ACL 2022 

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A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems


Apr 14, 2022
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam


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A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges


Mar 02, 2022
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam


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User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems


Feb 07, 2022
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng

* Accepted by WWW 2022 (The Web Conference) 

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Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling


Dec 27, 2021
Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam

* Accepted by ACM Transactions on Information Systems (TOIS) 

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Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems


Oct 16, 2021
Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, Chao Li, Hongzhi Liu, Yunbo Cao


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Aspect Sentiment Quad Prediction as Paraphrase Generation


Oct 02, 2021
Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam

* EMNLP 2021 Main Conference 

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