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Yoshi Suhara
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Deep Entity Matching with Pre-Trained Language Models
Y Li, J Li, Y Suhara, AH Doan, WC Tan
VLDB 2021, 2021
3332021
Measuring the predictability of life outcomes with a scientific mass collaboration
MJ Salganik, I Lundberg, AT Kindel, CE Ahearn, K Al-Ghoneim, ...
Proceedings of the National Academy of Sciences 117 (15), 8398-8403, 2020
2872020
Driver behavior profiling: An investigation with different smartphone sensors and machine learning
J Ferreira, E Carvalho, BV Ferreira, C de Souza, Y Suhara, A Pentland, ...
PLoS one 12 (4), e0174959, 2017
2692017
DeepMood: Forecasting Depressed Mood Based on Self-reported Histories via Recurrent Neural Networks
Y Suhara, Y Xu, AS Pentland
Proceedings of the 26th International Conference on World Wide Web, 715-724, 2017
1952017
Sato: Contextual Semantic Type Detection in Tables
D Zhang, Y Suhara, J Li, M Hulsebos, Ç Demiralp, WC Tan
PVLDB 2020, 2020
1322020
Extractive opinion summarization in quantized transformer spaces
S Angelidis, RK Amplayo, Y Suhara, X Wang, M Lapata
Transactions of the Association for Computational Linguistics 9, 277-293, 2021
1012021
Annotating Columns with Pre-trained Language Models
Y Suhara, J Li, Y Li, D Zhang, Ç Demiralp, C Chen, WC Tan
SIGMOD 2022, 2022
812022
OpinionDigest: A Simple Framework for Opinion Summarization
Y Suhara, X Wang, S Angelidis, WC Tan
ACL 2020, 2020
762020
Exploiting the use of recurrent neural networks for driver behavior profiling
E Carvalho, BV Ferreira, J Ferreira, C De Souza, HV Carvalho, Y Suhara, ...
2017 International Joint Conference on Neural Networks (IJCNN), 3016-3021, 2017
732017
Deep entity matching: Challenges and opportunities
Y Li, J Li, Y Suhara, J Wang, W Hirota, WC Tan
Journal of Data and Information Quality (JDIQ) 13 (1), 1-17, 2021
582021
Behavioral attributes and financial churn prediction
E Kaya, X Dong, Y Suhara, S Balcisoy, B Bozkaya, A Pentland
EPJ Data Science 7 (1), 41, 2018
512018
HappyDB: A corpus of 100,000 crowdsourced happy moments
A Asai, S Evensen, B Golshan, A Halevy, V Li, A Lopatenko, D Stepanov, ...
LREC 2018, 2018
512018
Probabilistic identification of visited point-of-interest for personalized automatic check-in
K Nishida, H Toda, T Kurashima, Y Suhara
Proceedings of the 2014 ACM International Joint Conference on Pervasive and …, 2014
432014
Social Bridges in Urban Purchase Behavior
X Dong, Y Suhara, B Bozkaya, V Singh, B Lepri, A Pentland
ACM Transactions on Intelligent Systems and Technolog 9 (3), 33:1--33:29, 2018
392018
Convex aggregation for opinion summarization
H Iso, X Wang, Y Suhara, S Angelidis, WC Tan
Findings of EMNLP 2021, 2021
352021
ScamCoins, S*** Posters, and the Search for the Next BitcoinTM Collective Sensemaking in Cryptocurrency Discussions
E Jahani, PM Krafft, Y Suhara, E Moro, AS Pentland
Proceedings of the ACM on Human-Computer Interaction 2 (CSCW), 1-28, 2018
282018
Validating gravity-based market share models using large-scale transactional data
Y Suhara, M Bahrami, B Bozkaya, AS Pentland
Big Data 9 (3), 188-202, 2021
232021
Open Information Extraction from Question-Answer Pairs
N Bhutani, Y Suhara, WC Tan, A Halevy, HV Jagadish
NAACL 2019, 2019
232019
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories
J Suzuki, Y Suhara, H Toda, K Nishida
ACM Transactions on Spatial Algorithms and Systems (TSAS), 2019
232019
Automatically generated spam detection based on sentence-level topic information
Y Suhara, H Toda, S Nishioka, S Susaki
Proceedings of the 22nd International Conference on World Wide Web, 1157-1160, 2013
232013
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Articles 1–20