Shay B. Cohen

Best Publications

• Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

  Shashi Narayan;Shay B. Cohen;Mirella Lapata

  1188
  Citations

• Ranking Sentences for Extractive Summarization with Reinforcement Learning

  Shashi Narayan;Shay B. Cohen;Mirella Lapata

  588
  Citations

• Stock Movement Prediction from Tweets and Historical Prices

  Yumo Xu;Shay B. Cohen

  363
  Citations

• An Incremental Parser for Abstract Meaning Representation

  Marco Damonte;Shay B. Cohen;Giorgio Satta

  243
  Citations

• Spectral Learning of Latent-Variable PCFGs

  Shay B. Cohen;Karl Stratos;Michael Collins;Dean P. Foster

  185
  Citations

• Feature Selection via Coalitional Game Theory

  Shay Cohen;Gideon Dror;Eytan Ruppin

  156
  Citations

• Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction

  Shay Cohen;Noah A. Smith

  148
  Citations

• Feature selection based on the Shapley value

  Shay Cohen;Eytan Ruppin;Gideon Dror

  147
  Citations

• The 2017 Conference on Empirical Methods on Natural Language Processing (EMNLP)

  Shashi Narayan;Claire Gardent;Shay Cohen;Anastasia Shimorina

  138
  Citations

• Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance

  Shay B. Cohen;Dipanjan Das;Noah A. Smith

  114
  Citations

• Privacy-preserving Neural Representations of Text

  Maximin Coavoux;Shashi Narayan;Shay B. Cohen

  104
  Citations

• Proceedings of EMNLP

  Shay Cohen;N. A. Smith

  103
  Citations

• Reducing Quantity Hallucinations in Abstractive Summarization

  Zheng Zhao;Shay B. Cohen;Bonnie Webber

  100
  Citations

• Neural Extractive Summarization with Side Information

  Shashi Narayan;Nikos Papasarantopoulos;Mirella Lapata;Shay B. Cohen

  93
  Citations

• Split and Rephrase

  Shashi Narayan;Claire Gardent;Shay B. Cohen;Anastasia Shimorina

  91
  Citations

• Structural Neural Encoders for AMR-to-text Generation

  Marco Damonte;Shay B. Cohen

  87
  Citations

• Ranking Sentences for Extractive Summarization with Reinforcement Learning

  Shashi Narayan;Shay B. Cohen;Mirella Lapata

  85
  Citations

• Cross-lingual Abstract Meaning Representation Parsing

  Marco Damonte;Shay B. Cohen

  81
  Citations

• Experiments with Spectral Learning of Latent-Variable PCFGs

  Shay B. Cohen;Karl Stratos;Michael Collins;Dean P. Foster

  81
  Citations

• Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction

  Shay B. Cohen;Kevin Gimpel;Noah A Smith

  80
  Citations