Large Language Models

Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ACL 2026 Paper2Web: Let’s Make Your Paper Alive! ACL 2026 Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning SemEval 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ACL 2026 PARASITE: Conditional System Prompt Poisoning to Hijack LLMs ACL 2026 ParaSuite: Boosting LLM Reasoning via Paradox Resolution ACL 2026 PAS: A Training-Free Stabilizer for Temporal Encoding in Video LLMs CVPR 2026 PAS: Prelim Attention Score for Detecting Object Hallucinations in Large Vision-Language Models CVPR 2026 PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ACL 2026 Patches of Nonlinearity: Instruction Vectors in Large Language Models ACL 2026 PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways ACL 2026 PaT: Planning-after-Trial for Efficient Test-Time Code Generation ACL 2026 Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training ACL 2026 Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ACL 2026 Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework ACL 2026 PersonaVLM: Long-Term Personalized Multimodal LLMs CVPR 2026 PExA: Parallel Exploration Agent for Complex Text-to-SQL ACL 2026 PIArena: A Platform for Prompt Injection Evaluation ACL 2026 PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge ACL 2026 Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ACL 2026 PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models ACL 2026 Pinetree at SemEval-2026 Task 7: A Large-Scale Failure Analysis of Cultural Grounding in Language Models SemEval 2026 Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning ACL 2026 PlanetServe: A Decentralized, Scalable, and Privacy-Preserving Overlay for Democratizing Large Language Model Serving NSDI 2026