Ivan Titov - Google Scholar

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Citations	5352	4086
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James HendersonSenior Researcher, Idiap Research InstituteVerified email at idiap.ch
Alexandre KlementievMachine Learning Scientist, Amazon, BerlinVerified email at amazon.com
Diego MarcheggianiApplied Scientist at AmazonVerified email at amazon.es
Rico SennrichUniversity of Zurich; University of EdinburghVerified email at cl.uzh.ch
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Ryan McDonaldResearch Scientist, GoogleVerified email at google.com
Elena (Lena) VoitaUniversity of Edinburgh / University of AmsterdamVerified email at yandex-team.ru
Jasmijn BastingsGoogleVerified email at google.com
Paola MerloProfessor of linguisticsVerified email at unige.ch
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.nl
Binod BhattaraiImperial College LondonVerified email at imperial.ac.uk
Mikhail KozhevnikovGraduate Student, University of SaarlandVerified email at coli.uni-saarland.de
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Ashutosh ModiIndian Institute of Technology KanpurVerified email at cse.iitk.ac.in
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
Kevin SmallMachine Learning Scientist, AmazonVerified email at amazon.com
Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
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 online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	861	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	717	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	607	2018
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	326	2012
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	289	2017
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	281	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	180	2017
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	107	2010
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NIPS, 2149-2159, 2017	101	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	96	2019
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	87	2012
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	84	2018
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	75	2013
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	67	2017
A Bayesian model for unsupervised semantic parsing I Titov, A Klementiev ACL, 1445-1455, 2011	65	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
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	60	2019
Cross-lingual transfer of semantic role labeling models M Kozhevnikov, I Titov ACL, 2013	58	2013
Online graph planarisation for synchronous parsing of semantic and syntactic dependencies I Titov, J Henderson, P Merlo, G Musillo IJCAI, 2009	58	2009
A latent variable model of synchronous syntactic-semantic parsing for multiple languages A Gesmundo, J Henderson, P Merlo, I Titov CoNLL, 37-42, 2009	58	2009

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