no code implementations • 17 Apr 2024 • Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
Recent research has shown that large language models (LLMs) can achieve remarkable translation performance through supervised fine-tuning (SFT) using only a small amount of parallel data.
1 code implementation • 1 Dec 2023 • Jannis Vamvas, Tobias Domhan, Sony Trenous, Rico Sennrich, Eva Hasler
Neural metrics trained on human evaluations of MT tend to correlate well with human judgments, but their behavior is not fully understood.
1 code implementation • NAACL 2022 • Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne, Felix Hieber
Vocabulary selection, or lexical shortlisting, is a well-known technique to improve latency of Neural Machine Translation models by constraining the set of allowed output words during inference.