Elena Voita

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Elena Voita, David Talbot, Fédor Moiseev et al. · 2019 · 1.1K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Context-Aware Neural Machine Translation Learns Anaphora Resolution

Elena Voita, Pavel Serdyukov, Rico Sennrich et al. · 2018 · 307 citations · Full text

Computing, Computer Science, Translation Studies +14

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

Elena Voita, Rico Sennrich, Ivan Titov · 2019 · 129 citations · Full text

Computing, Computer Science, Computational Linguistics +12

Context-Aware Monolingual Repair for Neural Machine Translation

Elena Voita, Rico Sennrich, Ivan Titov · 2019 · 96 citations · Full text

Computing, Computer Science, Computational Linguistics +5

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Elena Voita, David Talbot, Fédor Moiseev et al. · Zurich Open Repository and Archive (University of Zurich) · 2019 · 70 citations

Computing, Computer Science, Computational Linguistics +12