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Ivan Titov
Ivan Titov
University of Edinburgh / University of Amsterdam
Verified email at inf.ed.ac.uk - Homepage
Title
Cited by
Cited by
Year
Modeling relational data with graph convolutional networks
M Schlichtkrull, TN Kipf, P Bloem, R Van Den Berg, I Titov, M Welling
The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete …, 2018
43412018
Modeling online reviews with multi-grain topic models
I Titov, R McDonald
17th International conference on World Wide Web (WWW), 111-120, 2008
10292008
Encoding sentences with graph convolutional networks for semantic role labeling
D Marcheggiani, I Titov
EMNLP, 2017
9332017
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
8892019
A joint model of text and aspect ratings for sentiment summarization
I Titov, R McDonald
ACL, 308-316, 2008
8602008
Graph convolutional encoders for syntax-aware neural machine translation
J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an
EMNLP, 2017
5932017
Translating video content to natural language descriptions
M Rohrbach, W Qiu, I Titov, S Thater, M Pinkal, B Schiele
ICCV, 433-440, 2013
4532013
Inducing Crosslingual Distributed Representations of Words
A Klementiev, I Titov, B Bhattarai
COLING, 2012
4352012
Context-aware neural machine translation learns anaphora resolution
E Voita, P Serdyukov, R Sennrich, I Titov
ACL, 2018
3092018
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols
S Havrylov, I Titov
NeurIPS, 2149-2159, 2017
2812017
Question answering by reasoning across documents with graph convolutional networks
N De Cao, W Aziz, I Titov
NAACL, 2019
2602019
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
B Zhang, P Williams, I Titov, R Sennrich
ACL 2020, 2020
2592020
Improving entity linking by modeling latent relations between mentions
P Le, I Titov
ACL, 2018
2282018
Exploiting semantics in neural machine translation with graph convolutional networks
D Marcheggiani, J Bastings, I Titov
NAACL, 2018
2222018
Information-Theoretic Probing with Minimum Description Length
E Voita, I Titov
EMNLP 2020, 2020
2152020
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
2052019
Interpretable Neural Predictions with Differentiable Binary Variables
J Bastings, W Aziz, I Titov
ACL, 2019
2022019
Interpreting graph neural networks for nlp with differentiable edge masking
MS Schlichtkrull, N De Cao, I Titov
ICLR 2021, 2020
1752020
Editing Factual Knowledge in Language Models
N De Cao, W Aziz, I Titov
EMNLP, 2021
1522021
The bottom-up evolution of representations in the transformer: A study with machine translation and language modeling objectives
E Voita, R Sennrich, I Titov
EMNLP 2019, 2019
1502019
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Articles 1–20