Ivan Titov - Google Scholar Citations

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Citations	4399	3178
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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
Ryan McDonaldResearch Scientist, GoogleVerified email at google.com
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Rico SennrichUniversity of Zurich; University of EdinburghVerified email at cl.uzh.ch
Elena (Lena) VoitaUniversity of Edinburgh / University of AmsterdamVerified email at yandex-team.ru
Paola MerloProfessor of linguisticsVerified email at unige.ch
Joost BastingsResearch Engineer at GoogleVerified email at uva.nl
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.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
Binod BhattaraiImperial College LondonVerified email at imperial.ac.uk
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Kevin SmallMachine Learning Scientist, AmazonVerified email at amazon.com
Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Thomas KipfGoogle Research, Brain TeamVerified 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
Marcus RohrbachResearch Scientist, Facebook AI ResearchVerified email at fb.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	815	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	687	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	445	2018
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	273	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	263	2013
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	205	2017
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	121	2017
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	96	2010
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	78	2012
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NIPS, 2149-2159, 2017	77	2017
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	69	2013
A latent variable model of synchronous parsing for syntactic and semantic dependencies J Henderson, P Merlo, G Musillo, I Titov CoNLL, 178-182, 2008	60	2008
Unsupervised rank aggregation with domain-specific expertise A Klementiev, D Roth, K Small, I Titov IJCAI, 2009	58	2009
A Bayesian model for unsupervised semantic parsing I Titov, A Klementiev ACL, 1445-1455, 2011	57	2011
A latent variable model of synchronous syntactic-semantic parsing for multiple languages A Gesmundo, J Henderson, P Merlo, I Titov CoNLL, 37-42, 2009	53	2009
Online graph planarisation for synchronous parsing of semantic and syntactic dependencies I Titov, J Henderson, P Merlo, G Musillo IJCAI, 2009	50	2009
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	48	2018
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	48	2017
Constituent parsing with incremental sigmoid belief networks I Titov, J Henderson ACL, 632-639, 2007	47	2007
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	44	2019

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