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
Diego MarcheggianiAmazonVerified email at amazon.es
Alexandre KlementievPrincipal Applied Scientist, Amazon, SeattleVerified email at amazon.com
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 Associate, 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
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Binod BhattaraiSenior Research Fellow, UCLVerified email at imperial.ac.uk
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Paola MerloProfessor of linguisticsVerified email at unige.ch
Ashutosh ModiIndian Institute of Technology KanpurVerified email at cse.iitk.ac.in
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl
Mikhail KozhevnikovGraduate Student, University of SaarlandVerified email at coli.uni-saarland.de

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	1363	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	925	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	775	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	520	2017
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	365	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	351	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	319	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	274	2019
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	167	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NeurIPS, 2149-2159, 2017	159	2017
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	116	2019
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	114	2010
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	102	2018
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	97	2012
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	91	2018
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	91	2017
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	86	2018
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	81	2013
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion E Voita, R Sennrich, I Titov ACL, 2019	71	2019
Inducing neural models of script knowledge A Modi, I Titov CoNLL, 49-57, 2014	69	2014

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