Publications
2022
Summarizing Community-based Question-Answer Pairs
Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang
EMNLP 2022
pdf code & dataBeyond Opinion Mining: Summarizing Opinions of Customer Reviews
Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
SIGIR 2022 Tutorial
pdf slides & videosAnnotating Columns with Pre-trained Language Models
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çağatay Demiralp, Chen Chen, Wang-Chiew Tan
SIGMOD 2022
pdf code videoComparative Opinion Summarization via Collaborative Decoding
Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara
Findings of ACL 2022
pdf code & data blogDistilling Salient Reviews with Zero Labels
Chieh-Yang Huang, Jinfeng Li, Nikita Bhutani, Alexander Whedon, Estevam Hruschka, Yoshihiko Suhara
FEVER Workshop at ACL 2022
pdfExtracting Salient Facts from Company Reviews with Scarce Labels
Jinfeng Li, Nikita Bhutani, Alexander Whedon, Chieh-Yang Huang, Estevam Hruschka, Yoshihiko Suhara
AIBSD Workshop at AAAI 2022
pdf blog
2021
Convex Aggregation for Opinion Summarization
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Findings of EMNLP 2021
pdf code blogDeep Entity Matching with Pre-Trained Language Models
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan
VLDB 2021
pdf codeConstructing Explainable Opinion Graphs from Reviews
Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li and Wang-Chiew Tan
WWW 2021
pdf codeExtractive Opinion Summarization in Quantized Transformer Spaces
Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, and Mirella Lapata
TACL 2021
pdf codeDeep Entity Matching: Challenges and Opportunities
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan
ACM JDIQ
pdfValidating Gravity-Based Market Share Models Using Large-Scale Transactional Data
Yoshihiko Suhara, Mohsen Bahrami, Burçin Bozkaya, Alex `Sandy’ Pentland
Big Data
pdf
2020
Sato: Contextual Semantic Type Detection in Tables
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çağatay Demiralp, Wang-Chiew Tan
VLDB 2020
pdf code blogOpinionDigest: A Simple Framework for Opinion Summarization
Yoshihiko Suhara*, Xiaolan Wang*, Stefanos Angelidis, Wang-Chiew Tan
ACL 2020 (short)
pdf code video blogAn Exploratory Visual Analytics Tool for Multivariate Dynamic Networks
Hasan Alp Boz, Mohsen Bahrami, Yoshihiko Suhara, Burcin Bozkaya, Selim Balcisoy
EuroVA 2020
pdfExtremeReader: An interactive explorer for customizable and explainable review summarization
Xiaolan Wang, Yoshihiko Suhara, Natalie Nuno, Yuliang Li, Jinfeng Li, Nofar Carmeli, Stefanos Angelidis, Eser Kandogan and Wang-Chiew Tan
WWW 2020 (demo)
pdf demo videoMeasuring the predictability of life outcomes with a scientific mass collaboration
Matthew J Salganik, Ian Lundberg, Alexander T Kindel, Caitlin E Ahearn, Khaled Al-Ghoneim, Abdullah Almaatouq, Drew M Altschul, Jennie E Brand, Nicole Bohme Carnegie, Ryan James Compton, Debanjan Datta, Thomas Davidson, Anna Filippova, Connor Gilroy, Brian J Goode, Eaman Jahani, Ridhi Kashyap, Antje Kirchner, Stephen McKay, Allison C Morgan, Alex Pentland, Kivan Polimis, Louis Raes, Daniel E Rigobon, Claudia V Roberts, Diana M Stanescu, Yoshihiko Suhara, Adaner Usmani, Erik H Wang, Muna Adem, Abdulla Alhajri, Bedoor AlShebli, Redwane Amin, Ryan B Amos, Lisa P Argyle, Livia Baer-Bositis, Moritz Büchi, Bo-Ryehn Chung, William Eggert, Gregory Faletto, Zhilin Fan, Jeremy Freese, Tejomay Gadgil, Josh Gagné, Yue Gao, Andrew Halpern-Manners, Sonia P Hashim, Sonia Hausen, Guanhua He, Kimberly Higuera, Bernie Hogan, Ilana M Horwitz, Lisa M Hummel, Naman Jain, Kun Jin, David Jurgens, Patrick Kaminski, Areg Karapetyan, EH Kim, Ben Leizman, Naijia Liu, Malte Möser, Andrew E Mack, Mayank Mahajan, Noah Mandell, Helge Marahrens, Diana Mercado-Garcia, Viola Mocz, Katariina Mueller-Gastell, Ahmed Musse, Qiankun Niu, William Nowak, Hamidreza Omidvar, Andrew Or, Karen Ouyang, Katy M Pinto, Ethan Porter, Kristin E Porter, Crystal Qian, Tamkinat Rauf, Anahit Sargsyan, Thomas Schaffner, Landon Schnabel, Bryan Schonfeld, Ben Sender, Jonathan D Tang, Emma Tsurkov, Austin van Loon, Onur Varol, Xiafei Wang, Zhi Wang, Julia Wang, Flora Wang, Samantha Weissman, Kirstie Whitaker, Maria K Wolters, Wei Lee Woon, James Wu, Catherine Wu, Kengran Yang, Jingwen Yin, Bingyu Zhao, Chenyun Zhu, Jeanne Brooks-Gunn, Barbara E Engelhardt, Moritz Hardt, Dean Knox, Karen Levy, Arvind Narayanan, Brandon M Stewart, Duncan J Watts, Sara McLanahan
PNAS
pdf MIT Tech Review blogEmu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan
AAAI 2020
pdf blogAn Amazon stingless bee foraging activity predicted using recurrent artificial neural networks and attribute selection
Pedro AB Gomes, Yoshihiko Suhara, Patrícia Nunes-Silva, Luciano Costa, Helder Arruda, Giorgio Venturieri, Vera Lucia Imperatriz-Fonseca, Alex Pentland, Paulo de Souza, Gustavo Pessin
Scientific Reports
pdf
2019
Winning Models for Grade Point Average, Grit, and Layoff in the Fragile Families Challenge
Daniel E Rigobon, Eaman Jahani, Yoshihiko Suhara, Khaled AlGhoneim, Abdulaziz Alghunaim, Alex `Sandy’ Pentland, Abdullah Almaatouq
Socius
pdf MIT NewsHappiness Entailment: Automating Suggestions for Well-Being
Sara Evensen, Yoshihiko Suhara, Alon Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick
ACII 2019
pdf blogOpen Information Extraction from Question-Answer Pairs
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Halevy, HV Jagadish
NAACL 2019
pdfPersonalized Visited-POI Assignment to Individual Raw GPS Trajectories
Jun Suzuki, Yoshihiko Suhara, Hiroyuki Toda, Kyosuke Nishida
ACM TSAS
pdfBuilding a Hotel Concierge Bot: an industrial case study
Behzad Golshan, George Mihaila, Chen Chen, Jonathan Engel, Alon Halevy, Yoshihiko Suhara, Wang-Chiew Tan, Michael Matuschek
CAST 2019 (VLDB Workshop)
pdf blog
2018
Behavioral attributes and financial churn prediction
Erdem Kaya, Xiaowen Dong, Yoshihiko Suhara, Selim Balcisoy, Burcin Bozkaya, Alex `Sandy’ Pentland
EPJ Data Science
pdfScamCoins, S*** Posters, and the Search for the Next BitcoinTM Collective Sensemaking in Cryptocurrency Discussions
Eaman Jahani, Peter M. Krafft, Yoshihiko Suhara, Esteban Moro, Alex `Sandy’ Pentland
CSCW 2018
pdf slidesKoko: a system for scalable semantic querying of text
Xiaolang Wang, Jiyu Komiya, Yoshihiko Suhara, Aaron Feng, Behzad Golshan, Alon Halevy, Wang-Chiew Tan
VLDB 2018 (demo)
pdfHappyDB: A corpus of 100,000 crowdsourced happy moments Akari Asai, Sara Evensen, Behzad Golshan, Alon Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu
LREC 2018
pdf data MIT Tech Review
2017
Social Bridges in Urban Purchase Behavior
Xiaowen Dong*, Yoshihiko Suhara*, Burcin Bozkaya, Vivek K. Singh, Bruno Lepri, Alex `Sandy’ Pentland
ACM TIST
pdfA Lightweight Front-end Tool for Interactive Entity Population
Hidekazu Oiwa*, Yoshihiko Suhara*, Jiyu Komiya, Andrei Lopatenko
ICML 2017 Workshop on Interactive Machine Learning
pdf demoExploiting the use of recurrent neural networks for driver behavior profiling
Eduardo Carvalho, Bruno V Ferreira, Jair Ferreira, Cleidson De Souza, Hanna V Carvalho, Yoshihiko Suhara, Alex `Sandy’ Pentland, Gustavo Pessin
IJCNN 2017
pdfDriver behavior profiling: An investigation with different smartphone sensors and machine learning
Jair Ferreira Júnior, Eduardo Carvalho, Bruno V Ferreira, Cleidson de Souza, Yoshihiko Suhara, Alex `Sandy’ Pentland, Gustavo Pessin
PLoS One
pdfDeepMood: Forecasting Depressed Mood Based on Self-reported Histories via Recurrent Neural Networks
Yoshihiko Suhara*, Yinzhan Xu*, Alex `Sandy’ Pentland
WWW 2017
pdfPossible Confounds in Word-based Semantic Similarity Test Data
Malay Bhattacharyya, Yoshihiko Suhara, Md Mustafizur Rahman, Markus Krause
CSCW 2017 (poster)
pdf data blog
2014
- Probabilistic identification of visited point-of-interest for personalized automatic check-in
Kyosuke Nishida, Hiroyuki Toda, Takeshi Kurashima, Yoshihiko Suhara
UbiComp 2014
pdf
2013
Snippet Generation by Identifying Attribute Associated Information
Yoko Tanaka, Yoshihiko Suhara, Nobuaki Hiroshima, Hiroyuki Toda, Seiji Susaki
AIRS 2013
pdfAutomatically generated spam detection based on sentence-level topic information
Yoshihiko Suhara, Hiroyuki Toda, Shuichi Nishioka, Seiji Susaki
WebQuality 2013 (WWW Workshop)
pdfRobust online learning to rank via selective pairwise approach based on evaluation measures
Yoshihiko Suhara, Jun Suzuki, Ryoji Kataoka
Information and Media Technologies
pdf
2008
- Extracting related named entities from blogosphere for event mining
Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai
ICUIMC 2008
pdf
2007
Event mining from the Blogosphere using topic words
Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai
ICWSM 2007
pdfA simple computational model for classifying small string sets
Yoshihiko Suhara, Akito Sakurai
BrainIT 2007
pdf
2006
- Generalization by categorical nodes in recurrent neural networks
Yoshihiko Suhara, Akito Sakurai
BrainIT 2006
pdf
(* denotes equal contribution.)
Please see Google Scholar for the full publication list.