Large Language Models

SS-GEN: A Social Story Generation Framework with Large Language Models AAAI 2025 SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025 StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs ACL 2025 STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment ACL 2025 STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings ICML 2025 Star Attention: Efficient LLM Inference over Long Sequences ICML 2025 STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text CVPR 2025 StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025 Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025 Statistical Hypothesis Testing for Auditing Robustness in Language Models ICML 2025 Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ACL 2025 StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models ICML 2025 Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025 STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models EMNLP 2025 Steering Conversational Large Language Models for Long Emotional Support Conversations ACL 2025 Steering off Course: Reliability Challenges in Steering Language Models ACL 2025 Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning NAACL 2025 Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ACL 2025 Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations NAACL 2025 Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025 Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025 Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025 Stepwise Reasoning Disruption Attack of LLMs ACL 2025