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Beyond Opinion Mining: Summarizing Opinions of Customer Reviews



Reinald Kim Amplayo , Arthur Bražinskas , Yoshi Suhara , Xiaolan Wang , Bing Liu

* SIGIR Tutorial 2022 

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Comparative Opinion Summarization via Collaborative Decoding



Hayate Iso , Xiaolan Wang , Yoshihiko Suhara


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Convex Aggregation for Opinion Summarization



Hayate Iso , Xiaolan Wang , Yoshihiko Suhara , Stefanos Angelidis , Wang-Chiew Tan


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Extractive Opinion Summarization in Quantized Transformer Spaces



Stefanos Angelidis , Reinald Kim Amplayo , Yoshihiko Suhara , Xiaolan Wang , Mirella Lapata

* To appear in Transactions of the Association for Computational Linguistics (TACL); 16 pages 

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Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]



Jinfeng Li , Yuliang Li , Xiaolan Wang , Wang-Chiew Tan


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ExplainIt: Explainable Review Summarization with Opinion Causality Graphs



Nofar Carmeli , Xiaolan Wang , Yoshihiko Suhara , Stefanos Angelidis , Yuliang Li , Jinfeng Li , Wang-Chiew Tan


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OpinionDigest: A Simple Framework for Opinion Summarization



Yoshihiko Suhara , Xiaolan Wang , Stefanos Angelidis , Wang-Chiew Tan

* ACL 2020 (short paper) 

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Enhancing Review Comprehension with Domain-Specific Commonsense



Aaron Traylor , Chen Chen , Behzad Golshan , Xiaolan Wang , Yuliang Li , Yoshihiko Suhara , Jinfeng Li , Cagatay Demiralp , Wang-Chiew Tan

* 8 pages 

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Snippext: Semi-supervised Opinion Mining with Augmented Data



Zhengjie Miao , Yuliang Li , Xiaolan Wang , Wang-Chiew Tan

* Accepted to WWW 2020 

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Voyageur: An Experiential Travel Search Engine



Sara Evensen , Aaron Feng , Alon Halevy , Jinfeng Li , Vivian Li , Yuliang Li , Huining Liu , George Mihaila , John Morales , Natalie Nuno , Ekaterina Pavlovic , Wang-Chiew Tan , Xiaolan Wang

* Demo paper accepted to the Web Conference 

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