Large Language Models

StitchLLM: Serving LLMs, One Block at a Time ACL 2025 Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs ACL 2025 Stochastic Rounding for LLM Training: Theory and Practice AISTATS 2025 StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025 StoryGPT-V: Large Language Models as Consistent Story Visualizers CVPR 2025 STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving ICML 2025 Strategic Planning: A Top-Down Approach to Option Generation ICML 2025 Strategy Coopetition Explains the Emergence and Transience of In-Context Learning ICML 2025 Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM ICML 2025 Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ACL 2025 StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition ICCV 2025 STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025 Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025 Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025 Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025 Structured Packing in LLM Training Improves Long Context Utilization AAAI 2025 Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025 Structure-Guided Large Language Models for Text-to-SQL Generation ICML 2025 Structure Trumps Size: Rethinking Data Quality for LLM Reasoning EMNLP 2025 Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025 Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025