Large Language Models

Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information ICCV 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 PILAF: Optimal Human Preference Sampling for Reward Modeling ICML 2025 PiML: Automated Machine Learning Workflow Optimization using LLM Agents AutoML 2025 PINNsAgent: Automated PDE Surrogation with Large Language Models ICML 2025 PIPA: Preference Alignment as Prior-Informed Statistical Estimation ICML 2025 PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization ICML 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models ICML 2025 Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025 PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025 Plausible Token Amplification for Improving Accuracy of Differentially Private In-Context Learning Based on Implicit Bayesian Inference ICML 2025 PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025 Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy CVPR 2025 PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts NAACL 2025 Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025 PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025 PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment EMNLP 2025 Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025