Papers
Spontaneous Giving and Calculated Greed in Language Models
Yuxuan Li, Hirokazu Shirado
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering
Kaiyue Feng, Siyue Zhang, Bingsen Chen et al.
SPO: Self Preference Optimization with Self Regularization
Yuhao Sun, Yifan Zhang, Quandong Wang et al.
Spotlighter: Revisiting Prompt Tuning from a Representative Mining View
Yutong Gao, Maoyuan Shao, Xinyang Huang et al.
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization
Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
Hao Yi, Qingyang Li, Yulan Hu et al.
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps
Neha Srikanth, Victor Bursztyn, Puneet Mathur et al.
SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements
Heng-Da Xu, Xian-Ling Mao, Fanshu Sun et al.
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
Simone Papicchio, Luca Cagliero, Paolo Papotti
SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data
Jinsung Yoon, Junhao Zeng, Sercan O Arik
SQUiD: Synthesizing Relational Databases from Unstructured Text
Mushtari Sadia, Zhenning Yang, Yunming Xiao et al.
SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning
Daria Sokova, Anastasiia Bezobrazova, Constantin Orasan
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation
Fu Zhang, Panfeng Zhang, Jingwei Cheng
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
Senyu Li, Jiayi Wang, Felermino D. M. A. Ali et al.
SSA: Semantic Contamination of LLM-Driven Fake News Detection
Cheng Xu, Nan Yan, Shuhao Guan et al.
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
Shashank Kirtania, Naman Gupta, Priyanshu Gupta et al.
STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning
Beibei Yu, Tao Shen, Ling Chen
Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training
Mengxiang Zhang, Lingyuan Liu
Stance Detection on Nigerian 2023 Election Tweets Using BERT: A Low-Resource Transformer-Based Approach
Mahmoud Ahmad, Habeebah Kakudi
Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience
Xi Wang, Songlei Jian, Shasha Li et al.
StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos
Valentin Barriere, Nahuel Gomez, Léo Hemamou et al.
Star at PalmX 2025: Arabic Cultural Understanding via Targeted Pretraining and Lightweight Fine-tuning
Eman Elrefai, Esraa Khaled, Alhassan Ehab
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment
Jiaqian Li, Qisheng Hu, Jing Li et al.