Co-training an Unsupervised Constituency Parser with Weak Supervision ACL Findings

Nickil Maveli | Shay Cohen |

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP

Marcio Fonseca | Yftah Ziser | Shay B. Cohen |

Sentence-Incremental Neural Coreference Resolution EMNLP

Matt Grenander | Shay B. Cohen | Mark Steedman |

Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP

Yifu Qiu | Shay B. Cohen |

Proceedings of the Second Workshop on Domain Adaptation for NLP AdaptNLP EACL

Eyal Ben-David | Shay Cohen | Ryan McDonald | Barbara Plank | Roi Reichart | Guy Rotman | Yftah Ziser |

Text Generation from Discourse Representation Structures NAACL

Jiangming Liu | Shay B. Cohen | Mirella Lapata |

A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing EMNLP

Chunchuan Lyu | Shay B. Cohen | Ivan Titov |

Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP Findings

Mohammad Javad Hosseini | Shay B. Cohen | Mark Johnson | Mark Steedman |

A Root of a Problem: Optimizing Single-Root Dependency Parsing EMNLP

Miloš Stanojević | Shay B. Cohen |

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples Findings

Yuxuan Wang | Wanxiang Che | Ivan Titov | Shay B. Cohen | Zhilin Lei | Ting Liu |

Universal Discourse Representation Structure Parsing CL

Jiangming Liu | Shay B. Cohen | Mirella Lapata | Johan Bos |

Obfuscation for Privacy-preserving Syntactic Parsing ACL IWPT WS

Zhifeng Hu | Serhii Havrylov | Ivan Titov | Shay B. Cohen |

Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL

Jiangming Liu | Shay B. Cohen | Mirella Lapata |

Learning Dialog Policies from Weak Demonstrations ACL

Gabriel Gordon-Hall | Philip John Gorinski | Shay B. Cohen |

Machine Reading of Historical Events ACL

Or Honovich | Lucas Torroba Hennigen | Omri Abend | Shay B. Cohen |

Tensors over Semirings for Latent-Variable Weighted Logic Programs ACL IWPT WS

Esma Balkir | Daniel Gildea | Shay B. Cohen |

English-to-Chinese Transliteration with Phonetic Auxiliary Task AACL

Yuan He | Shay B. Cohen |

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP

Yan Zhang | Zhijiang Guo | Zhiyang Teng | Wei Lu | Shay B. Cohen | Zuozhu Liu | Lidong Bing |

The Role of Reentrancies in Abstract Meaning Representation Parsing EMNLP Findings

Ida Szubert | Marco Damonte | Shay B. Cohen | Mark Steedman |

Multi-Step Inference for Reasoning Over Paragraphs EMNLP

Jiangming Liu | Matt Gardner | Shay B. Cohen | Mirella Lapata |

Reducing Quantity Hallucinations in Abstractive Summarization EMNLP Findings

Zheng Zhao | Shay B. Cohen | Bonnie Webber |

Semantic Role Labeling with Iterative Structure Refinement EMNLP

Chunchuan Lyu | Shay B. Cohen | Ivan Titov |

Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP

Nikos Papasarantopoulos | Lea Frermann | Mirella Lapata | Shay B. Cohen |

Experimenting with Power Divergences for Language Modeling EMNLP

Matthieu Labeau | Shay B. Cohen |

Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle NAACL

Maximin Coavoux | Shay B. Cohen |

Structural Neural Encoders for AMR-to-text Generation NAACL

Marco Damonte | Shay B. Cohen |

Jointly Extracting and Compressing Documents with Summary State Representations NAACL

Afonso Mendes | Shashi Narayan | Sebastião Miranda | Zita Marinho | André F. T. Martins | Shay B. Cohen |

Wide-Coverage Neural A* Parsing for Minimalist Grammars ACL

John Torr | Milos Stanojevic | Mark Steedman | Shay B. Cohen |

Duality of Link Prediction and Entailment Graph Induction ACL

Mohammad Javad Hosseini | Shay B. Cohen | Mark Johnson | Mark Steedman |

Discourse Representation Parsing for Sentences and Documents ACL

Jiangming Liu | Shay B. Cohen | Mirella Lapata |

Unlexicalized Transition-based Discontinuous Constituency Parsing TACL

Maximin Coavoux | Benoît Crabbé | Shay B. Cohen |

Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model IWCS WS

Jiangming Liu | Shay B. Cohen | Mirella Lapata |

Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs WS

Johanna Björklund | Shay B. Cohen | Frank Drewes | Giorgio Satta |

Local String Transduction as Sequence Labeling COLING

Joana Ribeiro | Shashi Narayan | Shay B. Cohen | Xavier Carreras |

Privacy-preserving Neural Representations of Text EMNLP

Maximin Coavoux | Shashi Narayan | Shay B. Cohen |

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

Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Multilingual Clustering of Streaming News EMNLP

Sebastião Miranda | Artūrs Znotiņš | Shay B. Cohen | Guntis Barzdins |

Abstract Meaning Representation for Paraphrase Detection NAACL

Fuad Issa | Marco Damonte | Shay B. Cohen | Xiaohui Yan | Yi Chang |

Cross-Lingual Abstract Meaning Representation Parsing NAACL

Marco Damonte | Shay B. Cohen |

Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL

Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Discourse Representation Structure Parsing ACL

Jiangming Liu | Shay B. Cohen | Mirella Lapata |

Stock Movement Prediction from Tweets and Historical Prices ACL

Yumo Xu | Shay B. Cohen |

Document Modeling with External Attention for Sentence Extraction ACL

Shashi Narayan | Ronald Cardenas | Nikos Papasarantopoulos | Shay B. Cohen | Mirella Lapata | Jiangsheng Yu | Yi Chang |

Whodunnit? Crime Drama as a Case for Natural Language Understanding TACL

Lea Frermann | Shay B. Cohen | Mirella Lapata |

Learning Typed Entailment Graphs with Global Soft Constraints TACL

Mohammad Javad Hosseini | Nathanael Chambers | Siva Reddy | Xavier R. Holt | Shay B. Cohen | Mark Johnson | Mark Steedman |

Split and Rephrase EMNLP

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

An Incremental Parser for Abstract Meaning Representation EACL

Marco Damonte | Shay B. Cohen | Giorgio Satta |

The SUMMA Platform Prototype EACL

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 |

Proceedings of the 2nd Workshop on Representation Learning for NLP Rep4NLP WS

Phil Blunsom | Antoine Bordes | Kyunghyun Cho | Shay Cohen | Chris Dyer | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Yih |

Latent-Variable PCFGs: Background and Applications WS

Shay Cohen |

Semi-Supervised Learning of Sequence Models with Method of Moments EMNLP

Zita Marinho | André F. T. Martins | Shay B. Cohen | Noah A. Smith |

Parsing Linear Context-Free Rewriting Systems with Fast Matrix Multiplication CL

Shay B. Cohen | Daniel Gildea |

Optimizing Spectral Learning for Parsing ACL

Shashi Narayan | Shay B. Cohen |

Encoding Prior Knowledge with Eigenword Embeddings TACL

Dominique Osborne | Shashi Narayan | Shay B. Cohen |

Proceedings of the 1st Workshop on Representation Learning for NLP Rep4NLP WS

Phil Blunsom | Kyunghyun Cho | Shay Cohen | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Wen-tau Yih |

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing INLG WS

Shashi Narayan | Siva Reddy | Shay B. Cohen |

Conversation Trees: A Grammar Model for Topic Structure in Forums EMNLP

Annie Louis | Shay B. Cohen |

Diversity in Spectral Learning for Natural Language Parsing EMNLP

Shashi Narayan | Shay B. Cohen |

A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation CoNLL

Artem Sokolov | Stefan Riezler | Shay B. Cohen |

Lexical Event Ordering with an Edge-Factored Model NAACL

Omri Abend | Shay B. Cohen | Mark Steedman |

Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing LatentVar WS

Phil Blunsom | Shay Cohen | Paramveer Dhillon | Percy Liang |

Latent-Variable Synchronous CFGs for Hierarchical Translation EMNLP

Avneesh Saluja | Chris Dyer | Shay B. Cohen |

Lexical Inference over Multi-Word Predicates: A Distributional Approach ACL

Omri Abend | Shay B. Cohen | Mark Steedman |

A Provably Correct Learning Algorithm for Latent-Variable PCFGs ACL

Shay B. Cohen | Michael Collins |

Spectral Unsupervised Parsing with Additive Tree Metrics ACL

Ankur P. Parikh | Shay B. Cohen | Eric P. Xing |

Online Adaptor Grammars with Hybrid Inference TACL

Ke Zhai | Jordan Boyd-Graber | Shay B. Cohen |

Experiments with Spectral Learning of Latent-Variable PCFGs NAACL

Shay B. Cohen | Karl Stratos | Michael Collins | Dean P. Foster | Lyle Ungar |

Approximate PCFG Parsing Using Tensor Decomposition NAACL

Shay B. Cohen | Giorgio Satta | Michael Collins |

Spectral Learning Algorithms for Natural Language Processing NAACL

Shay Cohen | Michael Collins | Dean Foster | Karl Stratos | Lyle Ungar |

evision PDF of 'The effect of non-tightness on Bayesian estimation of PCFGs ACL

Shay B. Cohen | Mark Johnson |

Spectral Learning of Refinement HMMs CoNLL WS

Karl Stratos | Alexander Rush | Shay B. Cohen | Michael Collins |

Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning CL

Shay B. Cohen | Noah A. Smith |

Spectral Learning of Latent-Variable PCFGs ACL

Shay B. Cohen | Karl Stratos | Michael Collins | Dean P. Foster | Lyle Ungar |

Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance EMNLP

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

Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing EMNLP

Shay B. Cohen | Carlos Gómez-Rodríguez | Giorgio Satta |

Unsupervised Bilingual POS Tagging with Markov Random Fields WS

Desai Chen | Chris Dyer | Shay Cohen | Noah Smith |

Variational Inference for Adaptor Grammars NAACL

Shay B. Cohen | David M. Blei | Noah A. Smith |

Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization ACL

Shay Cohen | Noah A. Smith |

Social Links from Latent Topics in Microblogs WS

Kriti Puniyani | Jacob Eisenstein | Shay B. Cohen | Eric Xing |

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

Shay Cohen | Noah A. Smith |

Variational Inference for Grammar Induction with Prior Knowledge ACL IJCNLP

Shay Cohen | Noah A. Smith |

Joint Morphological and Syntactic Disambiguation CoNLL EMNLP

Shay B. Cohen | Noah A. Smith |