Papers
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal
Mariana Neves, Iva Sovadinova, Susanne Fieberg et al.
Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression
Jaewook Lee, Junseo Jang, Oh-Woog Kwon et al.
Small Encoders Can Rival Large Decoders in Detecting Groundedness
Istabrak Abbes, Gabriele Prato, Quentin Fournier et al.
Small Language Models in the Real World: Insights from Industrial Text Classification
Lujun Li, Lama Sleem, Niccolo’ Gentile et al.
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages
Daniil Gurgurov, Ivan Vykopal, Josef Van Genabith et al.
Small Models Struggle to Learn from Strong Reasoners
Yuetai Li, Xiang Yue, Zhangchen Xu et al.
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Benjamin Warner, Antoine Chaffin, Benjamin Clavié et al.
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers
Romain Storaï, Jaeseong Lee, Seung-won Hwang
SMART: Self-Aware Agent for Tool Overuse Mitigation
Cheng Qian, Emre Can Acikgoz, Hongru Wang et al.
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors
Md. Abdur Rahman, Md Al Amin, Sabik Aftahee et al.
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study
Alexey Tikhonov, Sergei Shteiner, Anna Bykova et al.
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection
Elisei Rykov, Valerii Olisov, Maksim Savkin et al.
Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning
Ashish Pandian, Nelson Lojo, Wei Xun Lai et al.
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
Jiho Jin, Woosung Kang, Junho Myung et al.
SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
Jincenzi Wu, Jianxun Lian, Dingdong Wang et al.
SocialEval: Evaluating Social Intelligence of Large Language Models
Jinfeng Zhou, Yuxuan Chen, Yihan Shi et al.
SocialForge: simulating the social internet to provide realistic training against influence operations
Ulysse Oliveri, Guillaume Gadek, Alexandre Dey et al.
Social Hatred: Efficient Multimodal Detection of Hatemongers
Tom Marzea, Abraham Israeli, Oren Tsur
Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner
Jiangbo Pei, Peiyu Liu, Wayne Xin Zhao et al.
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs
Yige Xu, Xu Guo, Zhiwei Zeng et al.
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction
Sharmila Upadhyaya, Wolfgang Otto, Frank Krüger et al.
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts
Vaghawan Ojha, Projan Shakya, Kristina Ghimire et al.
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks
Allaa Boutaleb, Bernd Amann, Hubert Naacke et al.
SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition
Shuangrui Ding, Zihan Liu, Xiaoyi Dong et al.