Yoshihiko Suhara

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 40

Top Topics

Recurrent Neural Networks

Opinion Summarization

Transactional Data

Top Venues

Proc. VLDB Endow.

EuroVA@Eurographics/EuroVis

Publications

Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara
Comparative Opinion Summarization via Collaborative Decoding. ACL (Findings) (2022)
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
Annotating Columns with Pre-trained Language Models. SIGMOD Conference (2022)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara
Comparative Opinion Summarization via Collaborative Decoding. CoRR (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. CoRR (2021)
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
Annotating Columns with Pre-trained Language Models. CoRR (2021)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan
Deep Entity Matching: Challenges and Opportunities. ACM J. Data Inf. Qual. 13 (1) (2021)
Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata
Extractive Opinion Summarization in Quantized Transformer Spaces. Trans. Assoc. Comput. Linguistics 9 (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. EMNLP (Findings) (2021)
Yoshihiko Suhara, Mohsen Bahrami, Burçin Bozkaya, Alex 'Sandy' Pentland
Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data. Big Data 9 (3) (2021)
Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan
Constructing Explainable Opinion Graphs from Reviews. WWW (2021)
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan
OpinionDigest: A Simple Framework for Opinion Summarization. ACL (2020)
Hasan Alp Boz, Mohsen Bahrami, Yoshihiko Suhara, Burçin Bozkaya, Selim Balcisoy
An Exploratory Visual Analytics Tool for Multivariate Dynamic Networks. EuroVA@Eurographics/EuroVis (2020)
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization. AAAI (2020)
Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Çagatay Demiralp, Wang-Chiew Tan
Enhancing Review Comprehension with Domain-Specific Commonsense. CoRR (2020)
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan
OpinionDigest: A Simple Framework for Opinion Summarization. CoRR (2020)
Xiaolan Wang, Yoshihiko Suhara, Natalie Nuno, Yuliang Li, Jinfeng Li, Nofar Carmeli, Stefanos Angelidis, Eser Kandogann, Wang-Chiew Tan
ExtremeReader: An interactive explorer for customizable and explainable review summarization. WWW (Companion Volume) (2020)
Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan
ExplainIt: Explainable Review Summarization with Opinion Causality Graphs. CoRR (2020)
Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata
Extractive Opinion Summarization in Quantized Transformer Spaces. CoRR (2020)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan
Deep Entity Matching with Pre-Trained Language Models. CoRR (2020)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan
Deep Entity Matching with Pre-Trained Language Models. Proc. VLDB Endow. 14 (1) (2020)
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan
Sato: Contextual Semantic Type Detection in Tables. Proc. VLDB Endow. 13 (11) (2020)
Masahiro Kazama, Yoshihiko Suhara, Andrey Bogomolov, Alex 'Sandy' Pentland
Understanding Human Judgments of Causality. CoRR (2019)
Sara Evensen, Yoshihiko Suhara, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick
Happiness Entailment: Automating Suggestions for Well-Being. CoRR (2019)
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan
Sato: Contextual Semantic Type Detection in Tables. CoRR (2019)
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization. CoRR (2019)
Jun Suzuki, Yoshihiko Suhara, Hiroyuki Toda, Kyosuke Nishida
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories. CoRR (2019)
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish
Open Information Extraction from Question-Answer Pairs. NAACL-HLT (1) (2019)
Sara Evensen, Yoshihiko Suhara, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick
Happiness Entailment: Automating Suggestions for Well-Being. ACII (2019)
Jun Suzuki, Yoshihiko Suhara, Hiroyuki Toda, Kyosuke Nishida
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories. ACM Trans. Spatial Algorithms Syst. 5 (3) (2019)
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish
Open Information Extraction from Question-Answer Pairs. CoRR (2019)
Akari Asai, Sara Evensen, Behzad Golshan, Alon Y. Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu
HappyDB: A Corpus of 100, 000 Crowdsourced Happy Moments. CoRR (2018)
Eaman Jahani, Peter M. Krafft, Yoshihiko Suhara, Esteban Moro, Alex 'Sandy' Pentland
: Collective Sensemaking in Cryptocurrency Discussions. Proc. ACM Hum. Comput. Interact. 2 (CSCW) (2018)
Akari Asai, Sara Evensen, Behzad Golshan, Alon Y. Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu
HappyDB: A Corpus of 100, 000 Crowdsourced Happy Moments. LREC (2018)
Erdem Kaya, Xiaowen Dong, Yoshihiko Suhara, Selim Balcisoy, Burçin Bozkaya, Alex 'Sandy' Pentland
Behavioral attributes and financial churn prediction. EPJ Data Sci. 7 (1) (2018)
Xiaowen Dong, Yoshihiko Suhara, Burçin Bozkaya, Vivek K. Singh, Bruno Lepri, Alex 'Sandy' Pentland
Social Bridges in Urban Purchase Behavior. ACM Trans. Intell. Syst. Technol. 9 (3) (2018)
Xiaolan Wang, Jiyu Komiya, Yoshihiko Suhara, Aaron Feng, Behzad Golshan, Alon Y. Halevy, Wang-Chiew Tan
Koko: A System for Scalable Semantic Querying of Text. Proc. VLDB Endow. 11 (12) (2018)
Hidekazu Oiwa, Yoshihiko Suhara, Jiyu Komiya, Andrei Lopatenko
A Lightweight Front-end Tool for Interactive Entity Population. CoRR (2017)
Malay Bhattacharyya, Yoshihiko Suhara, Md. Mustafizur Rahman, Markus Krause
Possible Confounds in Word-based Semantic Similarity Test Data. CSCW Companion (2017)
Yoshihiko Suhara, Yinzhan Xu, Alex 'Sandy' Pentland
DeepMood: Forecasting Depressed Mood Based on Self-Reported Histories via Recurrent Neural Networks. WWW (2017)
Eduardo Carvalho, Bruno V. Ferreira, Jair S. Ferreira Jr., Cleidson R. B. de Souza, Hanna V. Carvalho, Yoshihiko Suhara, Alex 'Sandy' Pentland, Gustavo Pessin
Exploiting the use of recurrent neural networks for driver behavior profiling. IJCNN (2017)
Kyosuke Nishida, Hiroyuki Toda, Takeshi Kurashima, Yoshihiko Suhara
Probabilistic identification of visited point-of-interest for personalized automatic check-in. UbiComp (2014)
Yoshihiko Suhara, Jun Suzuki, Ryoji Kataoka
Robust Online Learning to Rank via Selective Pairwise Approach Based on Evaluation Measures. Inf. Media Technol. 8 (1) (2013)
Yoko Tanaka, Yoshihiko Suhara, Nobuaki Hiroshima, Hiroyuki Toda, Seiji Susaki
Snippet Generation by Identifying Attribute Associated Information. AIRS (2013)
Yoshihiko Suhara, Hiroyuki Toda, Shuichi Nishioka, Seiji Susaki
Automatically generated spam detection based on sentence-level topic information. WWW (Companion Volume) (2013)
Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai
Extracting related named entities from blogosphere for event mining. ICUIMC (2008)
Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai
Event mining from the Blogosphere using topic words. ICWSM (2007)