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
Elena (Lena) VoitaUniversity of Edinburgh / University of AmsterdamVerified email at yandex-team.ru
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Michael Sejr SchlichtkrullPostdoctoral Research Associate, University of CambridgeVerified email at cst.cam.ac.uk
Thomas KipfResearch Scientist, Google BrainVerified email at google.com
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Ryan McDonaldASAPPVerified email at asapp.com
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.nl
Rianne van den Bergsenior researcher, Microsoft ResearchVerified email at microsoft.com
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Jasmijn BastingsGoogleVerified email at google.com
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Binod BhattaraiSenior Research Fellow, UCLVerified email at imperial.ac.uk
Biao ZhangUniversity of EdinburghVerified email at ed.ac.uk
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl
Paola MerloProfessor of linguisticsVerified email at unige.ch
Ashutosh ModiIndian Institute of Technology KanpurVerified email at cse.iitk.ac.in

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	1620	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	943	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	788	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	562	2017
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	371	2012
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	368	2013
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	352	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	346	2019
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	186	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NeurIPS, 2149-2159, 2017	172	2017
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	141	2019
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	116	2010
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	113	2018
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	106	2018
A Bayesian approach to unsupervised semantic role induction I Titov, A Klementiev EACL, 12-22, 2012	99	2012
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	96	2017
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	95	2018
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	87	2019
A Bayesian model for joint unsupervised induction of sentiment, aspect and discourse representations A Lazaridou, I Titov, C Sporleder ACL, 1630-1639, 2013	82	2013
Information-Theoretic Probing with Minimum Description Length E Voita, I Titov EMNLP 2020, 2020	80	2020

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