Towards Demonstration-Aware Large Language Models for Machine Translation

C Li, M Zhang, X Liu, Z Li, D Wong… - Findings of the …, 2024 - aclanthology.org
Tuning-based large language models for machine translation (aka large translation model,
LTM) have demonstrated significant performance in the field of machine translation. Despite …

Core: Robust Factual Precision Scoring with Informative Sub-Claim Identification

Z Jiang, J Zhang, N Weir, S Ebner, M Wanner… - arXiv preprint arXiv …, 2024 - arxiv.org
Hallucinations--the generation of untrue claims--pose a challenge to the application of large
language models (LLMs)[1] thereby motivating the development of metrics to evaluate …