Natural Language Processing

PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks EMNLP 2025 pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation SemEval 2025 Pinyin-Guided Chinese Speech Recognition with Large Language Model Interspeech 2025 Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque NAACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding ACL 2025 PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025 PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025 Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025 Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models ACL 2025 Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach SemEval 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection NAACL 2025 Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks ICML 2025 Plan Before You Write: Improve LLM writing by planning NeurIPS 2025 Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages NAACL 2025 PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework ACL 2025 Planning Agents on an Ego-Trip: Leveraging Hybrid Ego-Graph Ensembles for Improved Tool Retrieval in Enterprise Task Planning IJCNLP 2025 Planning-Aware Code Infilling via Horizon-Length Prediction EMNLP 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CoNLL 2025 Planning in Natural Language Improves LLM Search for Code Generation ICLR 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