Ivan Titov

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Rico SennrichUniversity of Zurich; University of EdinburghVerified email at cl.uzh.ch
James HendersonSenior Researcher, Idiap Research InstituteVerified email at idiap.ch
Alexandre KlementievMachine Learning Scientist, Amazon, BerlinVerified email at amazon.com
Diego MarcheggianiAmazonVerified email at amazon.es
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Elena (Lena) VoitaUniversity of Edinburgh / University of AmsterdamVerified email at yandex-team.ru
Michael Sejr SchlichtkrullPostdoctoral Research Assistant, University of CambridgeVerified email at cst.cam.ac.uk
Ryan McDonaldASAPPVerified email at asapp.com
Jasmijn BastingsGoogleVerified email at google.com
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.nl
Thomas KipfResearch Scientist, Google BrainVerified email at google.com
Rianne van den BergResearch Scientist, Google BrainVerified email at google.com
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Paola MerloProfessor of linguisticsVerified email at unige.ch
Binod BhattaraiImperial College LondonVerified email at imperial.ac.uk
Ashutosh ModiIndian Institute of Technology KanpurVerified email at cse.iitk.ac.in
Mikhail KozhevnikovGraduate Student, University of SaarlandVerified email at coli.uni-saarland.de
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl

Ivan Titov

University of Edinburgh / University of Amsterdam

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

natural language processing machine learning


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Modeling relational data with graph convolutional networks M Schlichtkrull, TN Kipf, P Bloem, R Van Den Berg, I Titov, M Welling European semantic web conference, 593-607, 2018	1170	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	921	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	764	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	460	2017
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	361	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	345	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	287	2017
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned E Voita, D Talbot, F Moiseev, R Sennrich, I Titov ACL, 2019	231	2019
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	158	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NeurIPS, 2149-2159, 2017	153	2017
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	112	2010
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	101	2019
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	93	2018
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	92	2012
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	90	2017
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	81	2018
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	80	2013
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	73	2018
Inducing neural models of script knowledge A Modi, I Titov CoNLL, 49-57, 2014	68	2014
A Bayesian model for unsupervised semantic parsing I Titov, A Klementiev ACL, 1445-1455, 2011	66	2011

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