Papers
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework
Mohna Chakraborty, Lu Wang, David Jurgens
Structured Preference Optimization for Vision-Language Long-Horizon Task Planning
Xiwen Liang, Min Lin, Weiqi Ruan et al.
Structure Trumps Size: Rethinking Data Quality for LLM Reasoning
Hu Xu, Zeyan Li, Rui Wang et al.
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
Johannes Moll, Louisa Fay, Asfandyar Azhar et al.
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
Haiyu Zhao, Zhenyu Guo, Chunhong Zhang et al.
Studying Rhetorically Ambiguous Questions
Oghenevovwe Ikumariegbe, Eduardo Blanco, Ellen Riloff
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency
Ehsan Doostmohammadi, Marco Kuhlmann
SUA: Stealthy Multimodal Large Language Model Unlearning Attack
Xianren Zhang, Hui Liu, Delvin Ce Zhang et al.
Sub-1B Language Models for Low-Resource Languages: Training Strategies and Insights for Basque
Gorka Urbizu, Ander Corral, Xabier Saralegi et al.
SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation
Hanghai Hong, Yibo Xie, Jiawei Zheng et al.
Subjective Behaviors and Preferences in LLM: Language of Browsing
Sai Sundaresan, Harshita Chopra, Atanu R. Sinha et al.
Submission for WMT25 Task 3
Govardhan Padmanabhan
Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making
Yejin Son, Minseo Kim, Sungwoong Kim et al.
sudoLLM: On Multi-role Alignment of Language Models
Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra et al.
SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning
Tamás Ficsor, Gábor Berend
Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking
Yuhang Wu, Yu-Jie Xiong, Hao Zhang et al.
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification
Yifei Yuan, Jiatong Li, Weijia Zhang et al.
Summarizing Speech: A Comprehensive Survey
Fabian Retkowski, Maike Züfle, Andreas Sudmann et al.
Superficial Self-Improved Reasoners Benefit from Model Merging
Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu et al.
Superpose Task-specific Features for Model Merging
Haiquan Qiu, You Wu, Dong Li et al.
Supervised Attention Mechanism for Low-quality Multimodal Data
Sijie Mai, Shiqin Han, Haifeng Hu
Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation
Maike Behrendt, Stefan Sylvius Wagner, Mira Warne et al.
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
Mingsheng Cai, Jiuming Jiang, Wenhao Huang et al.
SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models
Yuxin Gou, Xiaoning Dong, Qin Li et al.
Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors
Bohan Lyu, Siqiao Huang, Zichen Liang et al.