large language model

Sense and Sensitivity: “Reasoning” Models are More Robust, but can Diverge from Human Consensus in a Legal Interpretation Task CoNLL 2026 ServSocIA at Semeval-2026 Task 9: Evaluating Prompt Strategies for Polarization Detection SemEval 2026 SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory UAI 2026 SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger ACL 2026 SHARE: Synthesizing Heterogeneous Autism-support Records into Evidence-based Recommendations AAAI 2026 SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ACL 2026 SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression ACL 2026 Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification ACL 2026 Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026 ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents AAAI 2026 Should You Use LLMs to Simulate Opinions? Quality Checks for Early-Stage Deliberation AAAI 2026 Should You Use Your Large Language Model to Explore or Exploit? UAI 2026 Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models ACL 2026 SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems ACL 2026 Simple Is Better: Multiplication May Be All You Need for LLM Request Scheduling OSDI 2026 Simplifying Outcomes of Language Model Component Analyses with ELIA EACL 2026 Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners AAAI 2026 Simulated Students in Tutoring Dialogues: Substance or Illusion? ACL 2026 SindBERT, the Sailor: Charting the Seas of Turkish NLP EACL 2026 SITA: A Framework for Structure-to-Instance Theorem Autoformalization AAAI 2026 SkipCat: Rank-Maximized Low-Rank Compression of Large Language Models via Shared Projection and Block Skipping AAAI 2026 SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations AAAI 2026 Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026 SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems AAAI 2026 Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive Hardware-in-the-Loop Testing ACL 2026