Ivan Titov

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	All	Since 2016
Citations	6649	4978
h-index	35	31
i10-index	63	56

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Co-authors

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

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	979	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	898	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	746	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	403	2017
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	347	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	311	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	249	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	182	2019
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	134	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NIPS, 2149-2159, 2017	129	2017
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	110	2010
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	89	2017
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	86	2019
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	79	2013
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	78	2018
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	76	2018
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	68	2018
A Bayesian model for unsupervised semantic parsing I Titov, A Klementiev ACL, 1445-1455, 2011	66	2011
A latent variable model of synchronous parsing for syntactic and semantic dependencies J Henderson, P Merlo, G Musillo, I Titov CoNLL, 178-182, 2008	64	2008

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