Ivan Titov

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	All	Since 2015
Citations	5984	4703
h-index	32	29
i10-index	60	53

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200820092010201120122013201420152016201720182019202053 111 130 169 180 249 337 389 501 536 638 1281 1346

Co-authors

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
Rico SennrichUniversity of Zurich; University of EdinburghVerified email at cl.uzh.ch
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Elena (Lena) VoitaUniversity of Edinburgh / University of AmsterdamVerified email at yandex-team.ru
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
Binod BhattaraiImperial College LondonVerified email at imperial.ac.uk
Serhii HavrylovUniversity of EdinburghVerified email at ed.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
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
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
Phong LeAmazonVerified email at amazon.com
Kevin SmallMachine Learning Scientist, AmazonVerified 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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	883	2008
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	789	2018
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	731	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	338	2017
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	338	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	300	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	212	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	136	2019
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NIPS, 2149-2159, 2017	117	2017
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	110	2018
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	108	2010
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	92	2012
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	77	2019
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	77	2013
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	76	2017
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	67	2018
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	66	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	63	2008
Inducing neural models of script knowledge A Modi, I Titov CoNLL, 49-57, 2014	61	2014

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