🧑🔬 Ivan Titov — papers of 2019 — 7 papers, the most cited first7 papers · all years of Ivan TitovAnalyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,535 citationsWhen a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Rico Sennrich, Ivan Titov2019 · 323 citationsThe Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 225 citationsContext-Aware Monolingual Repair for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 161 citationsQuestion Answering by Reasoning Across Documents with Graph Convolutional NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nicola De Cao, Wilker Aziz, Ivan Titov2019 · 138 citationsInterpretable Neural Predictions with Differentiable Binary VariablesAnnual Meeting of the Association for Computational Linguistics (ACL)Jasmijn Bastings, Wilker Aziz, Ivan Titov2019 · 135 citationsBoosting Entity Linking Performance by Leveraging Unlabeled DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Phong Le, Ivan Titov2019 · 61 citationsThis page in Markdown → https://md.research.elamur.ai/free/en/authors/ivan-titov/year/2019/