SLP-P41: Language Generation: Safety, Robustness, and Security
Poster
Thu, 7 May, 14:00 - 16:00
Location: Poster Area 31
Session Type: Poster
Track: Speech and Language Processing [SL]
Click the to view the manuscript on IEEE Xplore Open Preview

SLP-P41.1: SAFETY ANCHOR-GUIDED ADAPTIVE BIAS DECAY FOR JAILBREAK DEFENSE
zikai Wang, Xinghao Yang, Bingfeng Zhang, Weifeng Liu, China University of Petroleum (East China), Qingdao 266580, Shandong, China, China

SLP-P41.2: LLMS DO NOT ALWAYS SAY NO: A PARALLEL MULTI-AGENT JAILBREAK FRAMEWORK VIA PROBABILISTIC VULNERABILITY
Ruilin Zeng, Xiaoming Zhang, Dezhuang Miao, Yirui Qi, Beihang University, China

SLP-P41.3: OPTIMIZING AUTOMATED JAILBREAK ATTACKS ON LARGE LANGUAGE MODELS VIA EXPERIENCE ACCUMULATION
Yuxin zhou, Xiao Ding, Yijia Meng, Tianle Chang, Jinglong Gao, Zihan Zhang, Kai Xiong, Harbin Institute of Technology, China; Qi Shi, Tsinghua University, China

SLP-P41.4: SSRDWater: A Robust and Secure Watermarking of Large Language Models via Sentence-Level Semantic Relational Dependencies
Xiaofan Deng, Tao Zhou, Dirui Min, Gan Zhu, Yunnan University, China; Kexin Yu, Xinjiang University, China; Yongtao Yu, Yuxi Normal University, China

SLP-P41.5: ADVERSARIAL CONTRASTIVE RETRIEVAL-AUGMENTED GENERATION
Jin-Kuan Lin, National Yang Ming Chiao Tung University, Taiwan; Hsiao-Wei Liu, Wei-Chien Chiu, Industrial Technology Research Institute, Taiwan; Jen-Tzung Chien, National Yang Ming Chiao Tung University, Taiwan

SLP-P41.6: TUNING-FREE FIDELITY-CONSTRAINED DECODING FOR FAITHFUL LEGAL REASONING WITH OPEN-DOMAIN LARGE LANGUAGE MODELS
Kepu Zhang, Renmin University of China, China; Weijie Yu, University of International Business and Economics, China; Jun Xu, Renmin University of China, China

SLP-P41.7: UNLOCKING THE POTENTIAL OF SOCIAL MEDIA PREFERENCE FOR ANNOTATION-EFFICIENT LARGE LANGUAGE MODEL ALIGNMENT
Wenbin Zhang, Wanxiang Che, Harbin Institute of Technology, China

SLP-P41.8: MO-GRPO-MED: A MULTI-OBJECTIVE FRAMEWORK FOR GENERATING SAFE AND HIGH-QUALITY DISCHARGE INSTRUCTIONS
Qingyang Shen, Xiaozhi Zhang, Sichuan University, China; Quan Guo, Guangxi Minzu University, China; Zhang Yi, Sichuan University, China

SLP-P41.9: IoDResearch: Deep Research on Private Heterogeneous Data via the Internet of Data
Zhuofan Shi, Zijie Guo, Xinjian Ma, Gang Huang, Yun Ma, Xiang Jing, Peking University, China

SLP-P41.10: Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning
Haodong Zhao, SJTU, China; Chenyan Zhao, Yansi Li, Zhuosheng Zhang, Gongshen Liu, Shanghai Jiao Tong University, China