ACL - arXivDaily 期刊&会议

2506.12299 2025-10-01 cs.CR cs.AI

QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety

Taegyeong Lee, Jeonghwa Yoo, Hyoungseo Cho, Soo Yong Kim, Yunho Maeng

机构 * FnGuide Inc.（FnGuide公司）； Safe Generative AI Lab, MODULABS（MODULABS安全生成AI实验室）； A.I.MATICS Inc.（A.I.MATICS公司）； Ewha Womans University（成均馆大学）

Comments Accept to ACLW 2025 (WOAH); fix typo

Journal ref ACL Workshop 2025

2503.05750 2025-10-01 cs.CL cs.AI cs.LG

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization

Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mostafa Rifat Tazwar, Md Jobayer, Md. Mehedi Hasan Shawon, Md Rakibul Hasan

机构 * Bangladesh University of Engineering and Technology（孟加拉工程与技术大学）； BRAC University（BRAC大学）； Curtin University（Curtin大学）

Comments Accepted in ACL 2025 Findings

Journal ref ACL Findings 2025 (2025) 26526-26537

2503.05021 2025-10-01 cs.CL cs.CR

Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety

Yuyou Zhang, Miao Li, William Han, Yihang Yao, Zhepeng Cen, Ding Zhao

机构 * Carnegie Mellon University（卡内基梅隆大学）

Comments ACL 2025 Findings

2502.19130 2025-10-01 cs.MA cs.AI cs.CL

Voting or Consensus? Decision-Making in Multi-Agent Debate

Lars Benedikt Kaesberg, Jonas Becker, Jan Philip Wahle, Terry Ruas, Bela Gipp

机构 * University of Göttingen（戈丁根大学）； LKA NRW（NRW研究所）

Comments Accepted at ACL2025 (Findings)

Journal ref ACL 2025

2412.20476 2025-10-01 cs.CL cs.CR

Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution

Yao Tong, Weijun Li, Xuanli He, Haolan Zhan, Qiongkai Xu

机构 * National University of Singapore（新加坡国立大学）； Macquarie University（麦考瑞大学）； University College London（伦敦大学学院）； Monash University（墨尔本大学）

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2025

2412.16953 2025-10-01 cs.CL

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework

Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu

机构 * National University of Singapore（国立新加坡大学）； University of Auckland（奥克兰大学）； University of Arizona（亚利桑那大学）； University of California, Santa Barbara（加州大学圣芭芭拉分校）； MBZUAI

Comments Accepted to ACL 2025 (Oral)