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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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Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization


Sep 15, 2019
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan


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Happiness Entailment: Automating Suggestions for Well-Being


Jul 23, 2019
Sara Evensen, Yoshihiko Suhara, Alon Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick

* ACII 2019, 7 pages 

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Open Information Extraction from Question-Answer Pairs


Apr 06, 2019
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Halevy, H. V. Jagadish

* NAACL 2019 

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HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments


Jan 25, 2018
Akari Asai, Sara Evensen, Behzad Golshan, Alon Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu

* Typos fixed 

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A Lightweight Front-end Tool for Interactive Entity Population


Aug 01, 2017
Hidekazu Oiwa, Yoshihiko Suhara, Jiyu Komiya, Andrei Lopatenko

* ICML Workshop on Interactive Machine Learning 

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