2 papers
cs.CL2025
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization
Zilu Tang, Rajen Chatterjee, Sarthak Garg
Machine Translation (MT) is undergoing a paradigm shift, with systems based on fine-tuned large language models (LLM) becoming increasingly competitive with traditional encoder-dec…
cs.CL2024
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
Ioannis Tsiamas, Matthias Sperber, Andrew Finch +1
The prosody of a spoken utterance, including features like stress, intonation and rhythm, can significantly affect the underlying semantics, and as a consequence can also affect it…