University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）

2509.00934 2025-09-22 cs.CL cs.AI

MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework

Md Shahidul Salim, Lian Fu, Arav Adikesh Ramakrishnan, Zonghai Yao, Hong Yu

机构 * Center for Healthcare Organization and Implementation Research, VA Bedford Health Care（医疗组织与实施研究中心，VA贝德福德医疗中心）； Miner School of Computer and Information Sciences, University of Massachusetts Lowell（矿物计算机与信息科学学院，马萨诸塞州立大学洛厄尔分校）； Manning College of Information and Computer Sciences, University of Massachusetts Amherst（曼宁信息与计算机科学学院，马萨诸塞州立大学阿姆赫斯特分校）

Comments To appear in Findings of the Association for Computational Linguistics: EMNLP 2025

2502.08415 2025-09-22 cs.CL cs.LO

FSLI: An Interpretable Formal Semantic System for One-Dimensional Ordering Inference

Maha Alkhairy, Vincent Homer, Brendan O'Connor

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）

Comments 3 figures, 9 pages main paper and 8 pages references and appendix