Papers
SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment
Wenqiao Zhu, Ji Liu, Lulu Wang et al.
SGIC: A Self-Guided Iterative Calibration Framework for RAG
Guanhua Chen, Yutong Yao, Lidia S. Chao et al.
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation
Saransh Agrawal, Kuan - Hao Huang
Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
Ziyi Yin, Muchao Ye, Yuanpu Cao et al.
Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data?
Xuan Qi, Jiahao Qiu, Xinzhe Juan et al.
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
Lang Gao, Jiahui Geng, Xiangliang Zhang et al.
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
Ge Qu, Jinyang Li, Bowen Qin et al.
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation.
Aaradhya Gupta, Parameswari Krishnamurthy
SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script
Eunwon Kim, Chanho Park, Buru Chang
Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding
Daoze Zhang, Yuze Zhao, Jintao Huang et al.
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs
Chuyi Kong, Ziyang Luo, Hongzhan Lin et al.
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech?
Jingjie Zeng, Liang Yang, Zekun Wang et al.
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation
Xinye Yang, Kalina Bontcheva, Xingyi Song
ShieldHead: Decoding-time Safeguard for Large Language Models
Zitao Xuan, Xiaofeng Mao, Da Chen et al.
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework
Hengyuan Zhang, Chenming Shang, Sizhe Wang et al.
Shifting from Ranking to Set Selection for Retrieval Augmented Generation
Dahyun Lee, Yongrae Jo, Haeju Park et al.
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification
Leon Eshuijs, Shihan Wang, Antske Fokkens
Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards
Panuthep Tasawong, Napat Laosaengpha, Wuttikorn Ponwitayarat et al.
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Xin Men, Mingyu Xu, Qingyu Zhang et al.
Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning
Yue Wu, Yangmin Huang, Qianyun Du et al.
Should I go vegan: Evaluating the Persuasiveness of LLMs in Persona-Grounded Dialogues
Shruthi Chockkalingam, Seyed Hossein Alavi, Raymond T. Ng et al.
2025
ACL
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL
Wichayaporn Wongkamjan, Yanze Wang, Feng Gu et al.
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning
Juan Pérez, Santiago Lares
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
Shester Gueuwou, Xiaodan Du, Greg Shakhnarovich et al.
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning
Prabhat Pandey, Rupak Vignesh Swaminathan, K V Vijay Girish et al.