一作ACL 2026Poster· Natural Language Processing
D e R e A : Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning
Rongqing Jiang · Xuebo Liu · Shengxin Liu · Yutong Wang · Min Zhang · Shimin Tao · Daimeng Wei · Min Zhang
摘要
Idiom translation remains a formidable challenge for Large Language Models (LLMs), as the constraints of static parametric memory and the noise in sentence-level retrieval often lead to literal misinterpretations. To address this, we propose DeReA, a detect-retrieve-arbitrate framework. The syste...