Generation

Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling ICML 2025 Overview of the 1st Workshop on NLP for Empowering Justice AACL 2025 Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025 Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025 Overview of the Critical Questions Generation Shared Task ACL 2025 Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) COLING 2025 Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization NAACL 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 PACHAT: Persona-Aware Speech Assistant for Multi-party Dialogue EMNLP 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025 PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs ICML 2025 Palette of Language Models: A Solver for Controlled Text Generation NAACL 2025 PAM: Paraphrase AMR-Centric Evaluation Metric ACL 2025 PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025 PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs ICCV 2025 PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs ACL 2025 PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025 Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 Parameter-Efficient Fine-Tuning of State Space Models ICML 2025 Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One COLING 2025 ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025 PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model ICML 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025