W. Buntine

Phonetic confusions, not random noise, are the main culprits behind ASR errors in Vietnamese speech translation, and addressing them can boost translation quality significantly.

LLMs can match or beat human reviewers on specific aspects of peer review like novelty verification and critique prioritization, but they still exhibit critical blind spots that aggregate metrics miss.