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
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Thomas KipfSenior Research Scientist, Google BrainVerified email at google.com
Jasmijn BastingsGoogleVerified email at google.com
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Ryan McDonaldASAPPVerified email at asapp.com
Biao ZhangUniversity of EdinburghVerified email at ed.ac.uk
Serhii HavrylovUniversity 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
Peter BloemVrije Universiteit AmsterdamVerified email at peterbloem.nl
Rianne van den BergPrincipal researcher, Microsoft ResearchVerified email at microsoft.com
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	2453	2018
Modeling online reviews with multi-grain topic models I Titov, R McDonald 17th International conference on World Wide Web (WWW), 111-120, 2008	976	2008
A joint model of text and aspect ratings for sentiment summarization I Titov, R McDonald ACL, 308-316, 2008	820	2008
Encoding sentences with graph convolutional networks for semantic role labeling D Marcheggiani, I Titov EMNLP, 2017	722	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	509	2019
Graph convolutional encoders for syntax-aware neural machine translation J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an EMNLP, 2017	467	2017
Translating video content to natural language descriptions M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele ICCV, 433-440, 2013	396	2013
Inducing Crosslingual Distributed Representations of Words A Klementiev, I Titov, B Bhattarai COLING, 2012	393	2012
Context-aware neural machine translation learns anaphora resolution E Voita, P Serdyukov, R Sennrich, I Titov ACL, 2018	225	2018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols S Havrylov, I Titov NeurIPS, 2149-2159, 2017	211	2017
Question answering by reasoning across documents with graph convolutional networks N De Cao, W Aziz, I Titov NAACL, 2019	191	2019
Exploiting semantics in neural machine translation with graph convolutional networks D Marcheggiani, J Bastings, I Titov NAACL, 2018	163	2018
Improving entity linking by modeling latent relations between mentions P Le, I Titov ACL, 2018	155	2018
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation B Zhang, P Williams, I Titov, R Sennrich ACL 2020, 2020	127	2020
Interpretable Neural Predictions with Differentiable Binary Variables J Bastings, W Aziz, I Titov ACL, 2019	127	2019
Information-Theoretic Probing with Minimum Description Length E Voita, I Titov EMNLP 2020, 2020	125	2020
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	122	2019
A latent variable model for generative dependency parsing I Titov, J Henderson Trends in Parsing Technology / IWPT, 35-55, 2010	118	2010
Amr parsing as graph prediction with latent alignment C Lyu, I Titov ACL, 2018	117	2018
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling D Marcheggiani, A Frolov, I Titov CoNLL, 2017	109	2017

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