Sotabase

Career

· Postdoctoral Fellow, Columbia University2011–
· Doctor of Philosophy (Ph.D.), Computer Science, Carnegie Mellon University2006–2011
· Research Assistant, Carnegie Mellon University2006–2011
· Master of Science (M.Sc.), Computer Science, Tel Aviv University2001–2004
· Bachelor of Science (B.Sc.), Mathematics and Computer Science, Tel Aviv University1997–2000

Publications (170)

Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
Conference on Empirical Methods in Natural Language Processing · 2018
1,925
cited
Ranking Sentences for Extractive Summarization with Reinforcement Learning
North American Chapter of the Association for Computational Linguistics · 2018
579
cited
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Annual Meeting of the Association for Computational Linguistics · 2014
533
cited
Stock Movement Prediction from Tweets and Historical Prices
Annual Meeting of the Association for Computational Linguistics · 2018
412
cited
Conference on Empirical Methods in Natural Language Processing EMNLP 2016
2016
290
cited
Advances in Neural Information Processing Systems 25
Neural Information Processing Systems · 2012
220
cited
An Incremental Parser for Abstract Meaning Representation
Conference of the European Chapter of the Association for Computational Linguistics · 2016
172
cited
Feature Selection Based on the Shapley Value
International Joint Conference on Artificial Intelligence · 2005
165
cited
Feature Selection via Coalitional Game Theory
Neural Computation · 2007
142
cited
Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction
North American Chapter of the Association for Computational Linguistics · 2009
131
cited
Proceedings of EMNLP
2007
126
cited
Privacy-preserving Neural Representations of Text
Conference on Empirical Methods in Natural Language Processing · 2018
121
cited
Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance
Conference on Empirical Methods in Natural Language Processing · 2011
115
cited
Compositional Languages Emerge in a Neural Iterated Learning Model
International Conference on Learning Representations · 2020
108
cited
Split and Rephrase
Conference on Empirical Methods in Natural Language Processing · 2017
98
cited
Neural Extractive Summarization with Side Information
arXiv.org · 2017
77
cited
Cross-Lingual Abstract Meaning Representation Parsing
North American Chapter of the Association for Computational Linguistics · 2017
76
cited
Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction
Neural Information Processing Systems · 2008
75
cited
Proceedings of ACL
2013
74
cited
Spectral Learning of Latent-Variable PCFGs
Annual Meeting of the Association for Computational Linguistics · 2012
74
cited
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Shay Cohen | Researcher Profile | Sotabase | Sotabase