Large Language Models

Plan Before You Write: Improve LLM writing by planning NeurIPS 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025 PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025 PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets NAACL 2025 PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment EMNLP 2025 Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots NAACL 2025 P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025 PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models IJCNLP 2025 PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation COLING 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs ICLR 2025 Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo COLING 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches ICLR 2025 PORT: Preference Optimization on Reasoning Traces NAACL 2025 Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding ACL 2025 Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025 Position: Language model developers should report train-test overlap ICML 2025 Position: LLM Social Simulations Are a Promising Research Method ICML 2025 Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025 Position: The Most Expensive Part of an LLM *should* be its Training Data ICML 2025 POW: Political Overton Windows of Large Language Models EMNLP 2025