Shay B. Cohen

Also published as: Shay Cohen


2019

pdf pdf bib Unlexicalized Transition-based Discontinuous Constituency Parsing
[Q19-1005]: Maximin Coavoux | Benoît Crabbé | Shay B. Cohen

pdf pdf bib Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model
[W19-1203]: Jiangming Liu | Shay B. Cohen | Mirella Lapata

pdf pdf bib Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle
[N19-1018]: Maximin Coavoux | Shay B. Cohen

pdf pdf bib Structural Neural Encoders for AMR-to-text Generation
[N19-1366]: Marco Damonte | Shay B. Cohen

pdf pdf bib Jointly Extracting and Compressing Documents with Summary State Representations
[N19-1397]: Afonso Mendes | Shashi Narayan | Sebastião Miranda | Zita Marinho | André F. T. Martins | Shay B. Cohen

2018

pdf pdf bib Local String Transduction as Sequence Labeling
[C18-1115]: Joana Ribeiro | Shashi Narayan | Shay B. Cohen | Xavier Carreras

pdf pdf bib Privacy-preserving Neural Representations of Text
[D18-1001]: Maximin Coavoux | Shashi Narayan | Shay B. Cohen

pdf pdf bib Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
[D18-1206]: Shashi Narayan | Shay B. Cohen | Mirella Lapata

pdf pdf bib Multilingual Clustering of Streaming News
[D18-1483]: Sebastião Miranda | Artūrs Znotiņš | Shay B. Cohen | Guntis Barzdins

pdf pdf bib Whodunnit? Crime Drama as a Case for Natural Language Understanding
[Q18-1001]: Lea Frermann | Shay B. Cohen | Mirella Lapata

pdf pdf bib Learning Typed Entailment Graphs with Global Soft Constraints
[Q18-1048]: Mohammad Javad Hosseini | Nathanael Chambers | Siva Reddy | Xavier R. Holt | Shay B. Cohen | Mark Johnson | Mark Steedman

pdf pdf bib Abstract Meaning Representation for Paraphrase Detection
[N18-1041]: Fuad Issa | Marco Damonte | Shay B. Cohen | Xiaohui Yan | Yi Chang

pdf pdf bib Cross-Lingual Abstract Meaning Representation Parsing
[N18-1104]: Marco Damonte | Shay B. Cohen

pdf pdf bib Ranking Sentences for Extractive Summarization with Reinforcement Learning
[N18-1158]: Shashi Narayan | Shay B. Cohen | Mirella Lapata

pdf pdf bib Discourse Representation Structure Parsing
[P18-1040]: Jiangming Liu | Shay B. Cohen | Mirella Lapata

pdf pdf bib Stock Movement Prediction from Tweets and Historical Prices
[P18-1183]: Yumo Xu | Shay B. Cohen

pdf pdf bib Document Modeling with External Attention for Sentence Extraction
[P18-1188]: Shashi Narayan | Ronald Cardenas | Nikos Papasarantopoulos | Shay B. Cohen | Mirella Lapata | Jiangsheng Yu | Yi Chang

2017

pdf pdf bib Proceedings of the 2nd Workshop on Representation Learning for NLP
[W17-2600]: Phil Blunsom | Antoine Bordes | Kyunghyun Cho | Shay Cohen | Chris Dyer | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Yih

pdf pdf bib Latent-Variable PCFGs: Background and Applications
[W17-3405]: Shay Cohen

pdf pdf bib Split and Rephrase
[D17-1064]: Shashi Narayan | Claire Gardent | Shay B. Cohen | Anastasia Shimorina

pdf pdf bib An Incremental Parser for Abstract Meaning Representation
[E17-1051]: Marco Damonte | Shay B. Cohen | Giorgio Satta

pdf pdf bib The SUMMA Platform Prototype
[E17-3029]: Renars Liepins | Ulrich Germann | Guntis Barzdins | Alexandra Birch | Steve Renals | Susanne Weber | Peggy van der Kreeft | Hervé Bourlard | João Prieto | Ondřej Klejch | Peter Bell | Alexandros Lazaridis | Alfonso Mendes | Sebastian Riedel | Mariana S. C. Almeida | Pedro Balage | Shay B. Cohen | Tomasz Dwojak | Philip N. Garner | Andreas Giefer | Marcin Junczys-Dowmunt | Hina Imran | David Nogueira | Ahmed Ali | Sebastião Miranda | Andrei Popescu-Belis | Lesly Miculicich Werlen | Nikos Papasarantopoulos | Abiola Obamuyide | Clive Jones | Fahim Dalvi | Andreas Vlachos | Yang Wang | Sibo Tong | Rico Sennrich | Nikolaos Pappas | Shashi Narayan | Marco Damonte | Nadir Durrani | Sameer Khurana | Ahmed Abdelali | Hassan Sajjad | Stephan Vogel | David Sheppey | Chris Hernon | Jeff Mitchell

2016

pdf pdf bib Optimizing Spectral Learning for Parsing
[P16-1146]: Shashi Narayan | Shay B. Cohen

pdf pdf bib Proceedings of the 1st Workshop on Representation Learning for NLP
[W16-1600]: Phil Blunsom | Kyunghyun Cho | Shay Cohen | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Wen-tau Yih

pdf pdf bib Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing
[W16-6625]: Shashi Narayan | Siva Reddy | Shay B. Cohen

pdf pdf bib Parsing Linear Context-Free Rewriting Systems with Fast Matrix Multiplication
[J16-3003]: Shay B. Cohen | Daniel Gildea

pdf pdf bib Encoding Prior Knowledge with Eigenword Embeddings
[Q16-1030]: Dominique Osborne | Shashi Narayan | Shay B. Cohen

pdf pdf bib Semi-Supervised Learning of Sequence Models with Method of Moments
[D16-1028]: Zita Marinho | André F. T. Martins | Shay B. Cohen | Noah A. Smith

2015

pdf pdf bib A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation
[K15-1001]: Artem Sokolov | Stefan Riezler | Shay B. Cohen

pdf pdf bib Lexical Event Ordering with an Edge-Factored Model
[N15-1122]: Omri Abend | Shay B. Cohen | Mark Steedman

pdf pdf bib Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
[W15-1500]: Phil Blunsom | Shay Cohen | Paramveer Dhillon | Percy Liang

pdf pdf bib Conversation Trees: A Grammar Model for Topic Structure in Forums
[D15-1178]: Annie Louis | Shay B. Cohen

pdf pdf bib Diversity in Spectral Learning for Natural Language Parsing
[D15-1214]: Shashi Narayan | Shay B. Cohen

2014

pdf pdf bib Lexical Inference over Multi-Word Predicates: A Distributional Approach
[P14-1061]: Omri Abend | Shay B. Cohen | Mark Steedman

pdf pdf bib A Provably Correct Learning Algorithm for Latent-Variable PCFGs
[P14-1099]: Shay B. Cohen | Michael Collins

pdf pdf bib Spectral Unsupervised Parsing with Additive Tree Metrics
[P14-1100]: Ankur P. Parikh | Shay B. Cohen | Eric P. Xing

pdf pdf bib Online Adaptor Grammars with Hybrid Inference
[Q14-1036]: Ke Zhai | Jordan Boyd-Graber | Shay B. Cohen

pdf pdf bib Latent-Variable Synchronous CFGs for Hierarchical Translation
[D14-1210]: Avneesh Saluja | Chris Dyer | Shay B. Cohen

2013

pdf (v2) pdf (v1) bib The effect of non-tightness on Bayesian estimation of PCFGs
[P13-1102]: Shay B. Cohen | Mark Johnson

pdf pdf bib Experiments with Spectral Learning of Latent-Variable PCFGs
[N13-1015]: Shay B. Cohen | Karl Stratos | Michael Collins | Dean P. Foster | Lyle Ungar

pdf pdf bib Approximate PCFG Parsing Using Tensor Decomposition
[N13-1052]: Shay B. Cohen | Giorgio Satta | Michael Collins

pdf pdf bib Spectral Learning Algorithms for Natural Language Processing
[N13-4005]: Shay Cohen | Michael Collins | Dean Foster | Karl Stratos | Lyle Ungar

pdf pdf bib Spectral Learning of Refinement HMMs
[W13-3507]: Karl Stratos | Alexander Rush | Shay B. Cohen | Michael Collins

2012

pdf pdf bib Spectral Learning of Latent-Variable PCFGs
[P12-1024]: Shay B. Cohen | Karl Stratos | Michael Collins | Dean P. Foster | Lyle Ungar

pdf pdf bib Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning
[J12-3003]: Shay B. Cohen | Noah A. Smith

2011

pdf pdf bib Unsupervised Bilingual POS Tagging with Markov Random Fields
[W11-2208]: Desai Chen | Chris Dyer | Shay Cohen | Noah Smith

pdf pdf bib Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance
[D11-1005]: Shay B. Cohen | Dipanjan Das | Noah A. Smith

pdf pdf bib Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing
[D11-1114]: Shay B. Cohen | Carlos Gómez-Rodríguez | Giorgio Satta

2010

pdf pdf bib Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization
[P10-1152]: Shay Cohen | Noah A. Smith

pdf pdf bib Social Links from Latent Topics in Microblogs
[W10-0510]: Kriti Puniyani | Jacob Eisenstein | Shay B. Cohen | Eric Xing

pdf pdf bib Variational Inference for Adaptor Grammars
[N10-1081]: Shay B. Cohen | David M. Blei | Noah A. Smith

2009

pdf pdf bib Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction
[N09-1009]: Shay Cohen | Noah A. Smith

pdf pdf bib Variational Inference for Grammar Induction with Prior Knowledge
[P09-2001]: Shay Cohen | Noah A. Smith

2007

pdf pdf bib Joint Morphological and Syntactic Disambiguation
[D07-1022]: Shay B. Cohen | Noah A. Smith