Large Language Models

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025 Progressively Label Enhancement for Large Language Model Alignment ICML 2025 Progressive Mixed-Precision Decoding for Efficient LLM Inference ICLR 2025 Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF ICML 2025 Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries EMNLP 2025 Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms AAAI 2025 Prompt and circumstance: A word-by-word LLM prompting approach to interlinear glossing for low-resource languages NAACL 2025 Prompt-based Depth Pruning of Large Language Models ICML 2025 Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation ACL 2025 Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025 Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025 Prompt Guided Diffusion for Controllable Text Generation NAACL 2025 Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study ACL 2025 Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025 Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations ICML 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025 PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025 Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025 PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025 ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025