Large Language Models

Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning ACL 2026 Probing Bias Formation in Medical LLMs through Activation Steering ACL 2026 Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ACL 2026 Probing the Safety Robustness of LLMs in Latent Space ACL 2026 Processing Inconsistency Predicts Language Competence: LLM Evaluation Without Answer Labels on Turkic Languages ACL 2026 ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation ACL 2026 Profiling-Free Mixed-Precision Quantization for MoE LLMs via Fuzzy Rule Interpolation ACL 2026 Programming over Thinking: Efficient and Robust Multi-Constraint Planning ACL 2026 Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification ACL 2026 ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection ACL 2026 ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026 PROMPRINT: Prompt Fingerprinting via First-Token Response for LLM App Cloning Detection ACL 2026 Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning ACL 2026 Proofbusters at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic Validation SemEval 2026 PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows ACL 2026 Protecting Bystander Privacy via Selective Hearing in Audio LLMs ACL 2026 Protecting Language Models Against Unauthorized Distillation through Trace Rewriting ACL 2026 Prototype-as-Prompt: Multimodal Sentiment Prototypes Endowing Large Language Models the Capability to Perform Multimodal Sentiment Analysis CVPR 2026 Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR ACL 2026 Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ACL 2026 Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning ACL 2026 Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ACL 2026 Pub-LawBench: Public-Oriented Benchmarking for LegalAI ACL 2026 Punctuation-Steered Representation Fine-Tuning ACL 2026 PUPPET: Neural-Symbolic Standardized Patients for Mental Health ACL 2026