Ivan Titov

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Rico SennrichUniversity of ZurichVerified email at cl.uzh.ch
James HendersonSenior Researcher, Idiap Research InstituteVerified email at idiap.ch
Diego MarcheggianiAmazonVerified email at amazon.es
Elena (Lena) VoitaUniversity of EdinburghVerified email at yandex-team.ru
Wilker AzizUniversity of AmsterdamVerified email at uva.nl
Alexandre KlementievPrincipal Applied Scientist, Amazon, SeattleVerified email at amazon.com
Michael Sejr SchlichtkrullPostdoctoral Research Associate, University of CambridgeVerified email at cst.cam.ac.uk
Thomas KipfSenior Research Scientist, Google Research, Brain TeamVerified email at google.com
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.nl
Rianne van den BergPrincipal researcher, Microsoft ResearchVerified email at microsoft.com
Jasmijn BastingsGoogleVerified email at google.com
Ryan McDonaldASAPPVerified email at asapp.com
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Serhii HavrylovUniversity of EdinburghVerified email at ed.ac.uk
Biao ZhangUniversity of EdinburghVerified email at ed.ac.uk
Binod BhattaraiSenior Research Fellow, UCLVerified email at ucl.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 Berg, I Titov, M Welling European semantic web conference, 593-607, 2018	2187	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	972	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	816	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	686	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	461	2019
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	432	2017
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	392	2013
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	380	2012
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	212	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NeurIPS, 2149-2159, 2017	204	2017
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	179	2019
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	144	2018
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	140	2018
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	119	2010
Interpretable Neural Predictions with Differentiable Binary Variables J Bastings, W Aziz, I Titov ACL, 2019	116	2019
Information-Theoretic Probing with Minimum Description Length E Voita, I Titov EMNLP 2020, 2020	113	2020
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	112	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	108	2019
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation B Zhang, P Williams, I Titov, R Sennrich ACL 2020, 2020	107	2020
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	104	2017

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