Shay Cohen

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Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Shashi NarayanGoogle DeepMindVerified email at google.com
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Marco DamonteAmazonVerified email at amazon.com
Michael CollinsGoogle NYCVerified email at cs.columbia.edu
yftah ziserPostdoctoral Researcher at the School of Informatics, Edinburgh UniversityVerified email at ed.ac.uk
Mark SteedmanProfessor of Cognitive Science, School of Informatics, University of EdinburghVerified email at inf.ed.ac.uk
Jiangming LiuAssociate Professor, Yunnan UniversityVerified email at ynu.edu.cn
Giorgio SattaUniversity of PaduaVerified email at dei.unipd.it
Maximin CoavouxCNRS, LIG, Getalp, Université Grenoble AlpesVerified email at univ-grenoble-alpes.fr
Dean FosterAmazon, NYCVerified email at amazon.com
Lyle UngarUniversity of PennsylvaniaVerified email at cis.upenn.edu
Eytan RuppinChief, Cancer Data Science Lab (CDSL), NCI/NIHVerified email at nih.gov
Gideon DrorProfessor of Computer Science, Academic College of Tel AvivVerified email at mta.ac.il
Karl StratosEssential AIVerified email at karlstratos.com
Nikos PapasarantopoulosHuawei TechnologiesVerified email at huawei.com
Bonnie WebberProfessor, School of Informatics, University of EdinburghVerified email at ed.ac.uk
Mark JohnsonProfessor of Language Sciences, School of Computing, Macquarie UniversityVerified email at MQ.edu.au
Fazl BarezUniversity of OxfordVerified email at robots.ox.ac.uk
Yifu QiuPhD student, University of Edinburgh / University of CambridgeVerified email at ed.ac.uk

Shay Cohen

University of Edinburgh

Verified email at inf.ed.ac.uk - Homepage

natural language processing machine learning


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Don't give me the details, just the summary! topic-aware convolutional neural networks for extreme summarization S Narayan, SB Cohen, M Lapata Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018	1625	2018
Ranking sentences for extractive summarization with reinforcement learning S Narayan, SB Cohen, M Lapata Proceedings of the 2018 Conference of the North American Chapter of the …, 2018	709	2018
Stock movement prediction from tweets and historical prices Y Xu, SB Cohen Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	426	2018
An incremental parser for abstract meaning representation M Damonte, SB Cohen, G Satta Proceedings of the 15th Conference of the European Chapter of the …, 2016	204	2016
Feature selection based on the shapley value S Cohen, E Ruppin, G Dror IJCAI'05: Proceedings of the 19th international joint conference on …, 2005	195	2005
Feature selection via coalitional game theory S Cohen, G Dror, E Ruppin Neural Computation 19 (7), 1939-1961, 2007	167	2007
Shared logistic normal distributions for soft parameter tying in unsupervised grammar induction SB Cohen, NA Smith Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009	146	2009
Privacy-preserving neural representations of text M Coavoux, S Narayan, SB Cohen Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018	138	2018
Reducing quantity hallucinations in abstractive summarization Z Zhao, SB Cohen, B Webber Findings of the Association for Computational Linguistics: EMNLP 2020, 2020	121	2020
Unsupervised structure prediction with non-parallel multilingual guidance SB Cohen, D Das, NA Smith Proceedings of the 2011 conference on empirical methods in natural language …, 2011	121	2011
Split and rephrase S Narayan, C Gardent, SB Cohen, A Shimorina Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017	119	2017
Compositional languages emerge in a neural iterated learning model Y Ren, S Guo, M Labeau, SB Cohen, S Kirby International Conference on Learning Representations (ICLR), 2020	97	2020
Structural neural encoders for AMR-to-text generation M Damonte, SB Cohen Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	95	2019
Cross-lingual abstract meaning representation parsing M Damonte, SB Cohen Proceedings of the 2018 Conference of the North American Chapter of the …, 2017	95	2017
Neural extractive summarization with side information S Narayan, N Papasarantopoulos, SB Cohen, M Lapata arXiv preprint arXiv:1704.04530, 2017	94	2017
Spectral learning of latent-variable PCFGs SB Cohen, K Stratos, M Collins, DP Foster, L Ungar Proceedings of the 50th annual meeting of the association for computational …, 2012	85	2012
Experiments with spectral learning of latent-variable PCFGs SB Cohen, K Stratos, M Collins, DP Foster, LH Ungar Proceedings of the 2013 Conference of the North American Chapter of the …, 2013	80	2013
Logistic normal priors for unsupervised probabilistic grammar induction S Cohen, K Gimpel, NA Smith Advances in Neural Information Processing Systems 21, 2008	80	2008
Joint morphological and syntactic disambiguation SB Cohen, NA Smith Proceedings of EMNLP, 208-217, 2007	64	2007
Jointly extracting and compressing documents with summary state representations A Mendes, S Narayan, S Miranda, Z Marinho, AFT Martins, SB Cohen Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	63	2019

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