Rico Sennrich

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 · 1K citations · Full text

Neural Machine Translation of Rare Words with Subword Units

Rico Sennrich, Barry Haddow, Alexandra Birch · 2016 · 445 citations · Full text

Context-Aware Neural Machine Translation Learns Anaphora Resolution

Elena Voita, Pavel Serdyukov, Rico Sennrich et al. · 2018 · 305 citations · Full text

Natural Language Processing, Computer-assisted Translation, Syntax +13

Nematus: a Toolkit for Neural Machine Translation

Rico Sennrich, Kyunghyun Cho, Alexandra Birch et al. · 2017 · 301 citations · Full text

Engineering, Alexandra Birch, Language Processing +16

Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures

Gongbo Tang, Mathias Müller, Annette Rios et al. · 2018 · 293 citations · Full text

Artificial Intelligence, Structured Prediction, Llm Fine-tuning +18