Large Language Models

Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ACL 2026 PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding ACL 2026 PLlama at SemEval-2026 Task 4: Zero-shot Prompting with Llama-3.2 for Narrative Similarity SemEval 2026 Point Cloud as a Foreign Language for Multi-modal Large Language Model CVPR 2026 Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edges & Faces Selection CVPR 2026 Policy Compliance of User Requests in Natural Language for AI Systems ACL 2026 PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts ACL 2026 Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ACL 2026 Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026 PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning ACL 2026 PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ACL 2026 Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation ACL 2026 Pref-CTRL: Preference Driven LLM Alignment using Representation Editing ACL 2026 Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ACL 2026 Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models CVPR 2026 PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026 Presentation Slide Translation and Layout Error Correction by LLMs ACL 2026 Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs CoNLL 2026 PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ACL 2026 PRISM: Calibrated Bayesian Fusion and Auditable Attribution for Reliable LLM Event Prediction from Text UAI 2026 Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning OSDI 2026 PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations ACL 2026 PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation ACL 2026 Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models ACL 2026