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Unsupervised Extractive Summarization by Human Memory Simulation


Apr 16, 2021
Ronald Cardenas, Matthias Galle, Shay B. Cohen


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Learning to Match Mathematical Statements with Proofs


Feb 03, 2021
Maximin Coavoux, Shay B. Cohen


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Narration Generation for Cartoon Videos


Jan 17, 2021
Nikos Papasarantopoulos, Shay B. Cohen


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A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing


Oct 23, 2020
Chunchuan Lyu, Shay B. Cohen, Ivan Titov


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


Oct 09, 2020
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing

* Accepted to EMNLP 2020, long paper 

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Reducing Quantity Hallucinations in Abstractive Summarization


Sep 28, 2020
Zheng Zhao, Shay B. Cohen, Bonnie Webber

* Accepted to Findings of EMNLP 2020 

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Learning Two-Layer Residual Networks with Nonparametric Function Estimation by Convex Programming


Aug 17, 2020
Zhunxuan Wang, Linyun He, Chunchuan Lyu, Shay B. Cohen


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Learning Dialog Policies from Weak Demonstrations


Apr 23, 2020
Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen

* 9 pages + 2 pages references + 1 page appendices, 6 figures, 2 tables, 1 algorithm, accepted as long paper at ACL2020 

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Compositional Languages Emerge in a Neural Iterated Learning Model


Feb 17, 2020
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby

* ICLR-2020 
* accepted by ICLR-2020 

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Semantic Role Labeling with Iterative Structure Refinement


Sep 07, 2019
Chunchuan Lyu, Shay B. Cohen, Ivan Titov

* EMNLP 2019 

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What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks


Jul 19, 2019
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* Accepted to appear in Journal of Artificial Intelligence Research (JAIR), 37 pages 

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Structural Neural Encoders for AMR-to-text Generation


May 20, 2019
Marco Damonte, Shay B. Cohen

* Proceedings of NAACL 2019 

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Obfuscation for Privacy-preserving Syntactic Parsing


Apr 21, 2019
Zhifeng Hu, Serhii Havrylov, Ivan Titov, Shay B. Cohen


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Jointly Extracting and Compressing Documents with Summary State Representations


Apr 05, 2019
Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen

* NAACL 2019 

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


Apr 01, 2019
Maximin Coavoux, Shay B. Cohen

* Accepted for publication at NAACL 2019; 14 pages 

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Unlexicalized Transition-based Discontinuous Constituency Parsing


Feb 24, 2019
Maximin Coavoux, Benoît Crabbé, Shay B. Cohen

* To appear in Transactions of the Association for Computational Linguistics (TACL); 17 pages 

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Multilingual Clustering of Streaming News


Sep 03, 2018
Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen, Guntis Barzdins

* Accepted at EMNLP 2018 

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Privacy-preserving Neural Representations of Text


Aug 28, 2018
Maximin Coavoux, Shashi Narayan, Shay B. Cohen

* EMNLP 2018 

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


Aug 27, 2018
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* 11, 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 

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Ranking Sentences for Extractive Summarization with Reinforcement Learning


Apr 16, 2018
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* NAACL 2018, 13 pages 

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Canonical Correlation Inference for Mapping Abstract Scenes to Text


Nov 17, 2017
Nikos Papasarantopoulos, Helen Jiang, Shay B. Cohen

* 10 pages, accepted to AAAI 2018 

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Whodunnit? Crime Drama as a Case for Natural Language Understanding


Oct 31, 2017
Lea Frermann, Shay B. Cohen, Mirella Lapata

* To appear in Transactions of the Association for Computational Linguistics (TACL) 

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Split and Rephrase


Jul 21, 2017
Shashi Narayan, Claire Gardent, Shay B. Cohen, Anastasia Shimorina

* 11 pages, EMNLP 2017 

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An Incremental Parser for Abstract Meaning Representation


Apr 10, 2017
Marco Damonte, Shay B. Cohen, Giorgio Satta

* EACL 2017 

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Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing


Aug 05, 2016
Shashi Narayan, Siva Reddy, Shay B. Cohen

* 10 pages, INLG 2016 

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Encoding Prior Knowledge with Eigenword Embeddings


Jul 27, 2016
Dominique Osborne, Shashi Narayan, Shay B. Cohen

* in Transactions of the Association of Computational Linguistics (TACL), 2016 

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Optimizing Spectral Learning for Parsing


Jun 14, 2016
Shashi Narayan, Shay B. Cohen

* 11 pages, ACL 2016 

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Parsing Linear Context-Free Rewriting Systems with Fast Matrix Multiplication


Mar 08, 2016
Shay B. Cohen, Daniel Gildea


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