Natural Language Processing

Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025 ProcessBench: Identifying Process Errors in Mathematical Reasoning ACL 2025 Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025 ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data AAAI 2025 ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025 Profiling News Media for Factuality and Bias Using LLMs and the Fact-Checking Methodology of Human Experts ACL 2025 Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction ACL 2025 Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale ICML 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Program Synthesis Dialog Agents for Interactive Decision-Making IJCNLP 2025 Progressive Prefix-Memory Tuning for Complex Logical Query Answering on Knowledge Graphs IJCAI 2025 Progress or Regress? Self-Improvement Reversal in Post-training ICLR 2025 ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges ICCV 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations AAAI 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 PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SemEval 2025 PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 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 for Large Language Models: A Survey NAACL 2025