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Comparative Opinion Summarization via Collaborative Decoding


Oct 14, 2021
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara


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Annotating Columns with Pre-trained Language Models


Apr 05, 2021
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çağatay Demiralp, Chen Chen, Wang-Chiew Tan


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Convex Aggregation for Opinion Summarization


Apr 03, 2021
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan


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Extractive Opinion Summarization in Quantized Transformer Spaces


Dec 08, 2020
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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ExplainIt: Explainable Review Summarization with Opinion Causality Graphs


May 29, 2020
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


May 05, 2020
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan

* ACL 2020 (short paper) 

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Enhancing Review Comprehension with Domain-Specific Commonsense


Apr 06, 2020
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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Deep Entity Matching with Pre-Trained Language Models


Apr 01, 2020
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan

* In Submission to VLDB 2021 

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Understanding Human Judgments of Causality


Dec 19, 2019
Masahiro Kazama, Yoshihiko Suhara, Andrey Bogomolov, Alex `Sandy' Pentland


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Sato: Contextual Semantic Type Detection in Tables


Nov 14, 2019
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çağatay Demiralp, Wang-Chiew Tan


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