Shay B. Cohen

According to our database1, Shay B. Cohen authored at least 92 papers between 2005 and 2021.

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Bibliography

2021
Narration Generation for Cartoon Videos.
CoRR, 2021

2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing.
CoRR, 2020

Reducing Quantity Hallucinations in Abstractive Summarization.
CoRR, 2020

Learning Two-Layer Residual Networks with Nonparametric Function Estimation by Convex Programming.
CoRR, 2020

Obfuscation for Privacy-preserving Syntactic Parsing.
Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies, 2020

Tensors over Semirings for Latent-Variable Weighted Logic Programs.
Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies, 2020

English-to-Chinese Transliteration with Phonetic Auxiliary Task.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Learning Latent Forests for Medical Relation Extraction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Compositional languages emerge in a neural iterated learning model.
Proceedings of the 8th International Conference on Learning Representations, 2020

Reducing the Frequency of Hallucinated Quantities in Abstractive Summaries.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, 2020

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multi-Step Inference for Reasoning Over Paragraphs.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

The Role of Reentrancies in Abstract Meaning Representation Parsing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, 2020

Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Machine Reading of Historical Events.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning Dialog Policies from Weak Demonstrations.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Bayesian Analysis in Natural Language Processing, Second Edition
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2019

Unlexicalized Transition-based Discontinuous Constituency Parsing.
Trans. Assoc. Comput. Linguistics, 2019

What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks.
J. Artif. Intell. Res., 2019

Jointly Extracting and Compressing Documents with Summary State Representations.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Structural Neural Encoders for AMR-to-text Generation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs.
Proceedings of the 14th International Conference on Finite-State Methods and Natural Language Processing, 2019

Partners in Crime: Multi-view Sequential Inference for Movie Understanding.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Semantic Role Labeling with Iterative Structure Refinement.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Experimenting with Power Divergences for Language Modeling.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Wide-Coverage Neural A* Parsing for Minimalist Grammars.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Discourse Representation Parsing for Sentences and Documents.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Duality of Link Prediction and Entailment Graph Induction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Learning Typed Entailment Graphs with Global Soft Constraints.
Trans. Assoc. Comput. Linguistics, 2018

Whodunnit? Crime Drama as a Case for Natural Language Understanding.
Trans. Assoc. Comput. Linguistics, 2018

Bayesian Analysis in Natural Language Processing Shay Cohen (University of Edinburgh)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 35), 2016, xxvii+246 pp; paperback, ISBN 9781627058735, $85.00; ebook, ISBN 9781627054218, $68.00; doi: 10.2200/S00719ED1V01Y201605HLT035.
Comput. Linguistics, 2018

Ranking Sentences for Extractive Summarization with Reinforcement Learning.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Abstract Meaning Representation for Paraphrase Detection.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Cross-Lingual Abstract Meaning Representation Parsing.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Multilingual Clustering of Streaming News.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Privacy-preserving Neural Representations of Text.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Local String Transduction as Sequence Labeling.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Document Modeling with External Attention for Sentence Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Discourse Representation Structure Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Stock Movement Prediction from Tweets and Historical Prices.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Canonical Correlation Inference for Mapping Abstract Scenes to Text.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Neural Extractive Summarization with Side Information.
CoRR, 2017

Latent-Variable PCFGs: Background and Applications.
Proceedings of the 15th Meeting on the Mathematics of Language, 2017

Split and Rephrase.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

An Incremental Parser for Abstract Meaning Representation.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017


2016
Bayesian Analysis in Natural Language Processing
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2016

Encoding Prior Knowledge with Eigenword Embeddings.
Trans. Assoc. Comput. Linguistics, 2016

Parsing Linear Context-Free Rewriting Systems with Fast Matrix Multiplication.
Comput. Linguistics, 2016

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing.
Proceedings of the INLG 2016, 2016

Semi-Supervised Learning of Sequence Models with Method of Moments.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Low-Rank Approximation of Weighted Tree Automata.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Optimizing Spectral Learning for Parsing.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Weighted Tree Automata Approximation by Singular Value Truncation.
CoRR, 2015

Lexical Event Ordering with an Edge-Factored Model.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Coactive Learning for Interactive Machine Translation.
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

Diversity in Spectral Learning for Natural Language Parsing.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Conversation Trees: A Grammar Model for Topic Structure in Forums.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

2014
Online Adaptor Grammars with Hybrid Inference.
Trans. Assoc. Comput. Linguistics, 2014

Spectral learning of latent-variable PCFGs: algorithms and sample complexity.
J. Mach. Learn. Res., 2014

The Visualization of Change in Word Meaning over Time using Temporal Word Embeddings.
CoRR, 2014

Latent-Variable Synchronous CFGs for Hierarchical Translation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Spectral Unsupervised Parsing with Additive Tree Metrics.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Provably Correct Learning Algorithm for Latent-Variable PCFGs.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Lexical Inference over Multi-Word Predicates: A Distributional Approach.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Experiments with Spectral Learning of Latent-Variable PCFGs.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Approximate PCFG Parsing Using Tensor Decomposition.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Spectral Learning Algorithms for Natural Language Processing.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Spectral Learning of Refinement HMMs.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

The effect of non-tightness on Bayesian estimation of PCFGs.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Elimination of Spurious Ambiguity in Transition-Based Dependency Parsing
CoRR, 2012

Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning.
Comput. Linguistics, 2012

Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Spectral Learning of Latent-Variable PCFGs.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Products of weighted logic programs.
Theory Pract. Log. Program., 2011

Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Unsupervised Bilingual POS Tagging with Markov Random Fields.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

2010
Covariance in Unsupervised Learning of Probabilistic Grammars.
J. Mach. Learn. Res., 2010

Empirical Risk Minimization with Approximations of Probabilistic Grammars.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Variational Inference for Adaptor Grammars.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization.
Proceedings of the ACL 2010, 2010

2009
Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Variational Inference for Grammar Induction with Prior Knowledge.
Proceedings of the ACL 2009, 2009

2008
Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Dynamic Programming Algorithms as Products of Weighted Logic Programs.
Proceedings of the Logic Programming, 24th International Conference, 2008

2007
Feature Selection via Coalitional Game Theory.
Neural Comput., 2007

Joint Morphological and Syntactic Disambiguation.
Proceedings of the EMNLP-CoNLL 2007, 2007

2005
Feature Selection Based on the Shapley Value.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005


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