Xuefeng Bai

Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model

2024 · arXiv (Cornell University)

Large language models (LLMs) have showcased impressive multilingual machine translation ability. However, unlike encoder-decoder style models, decoder-only LLMs lack an explicit alignment between source and target contexts. Analyzing contribution scores during generation processes revealed that …