text generation

NSF-SciFy: Mining the NSF Awards Database for Scientific Claims EMNLP 2025 NUTSHELL: A Dataset for Abstract Generation from Scientific Talks ACL 2025 ODDA: An OODA-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction ACL 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting ICML 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 On the Role of Key Phrases in Argument Mining NAACL 2025 OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews NAACL 2025 Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025 Overview of the Critical Questions Generation Shared Task ACL 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs ACL 2025 Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 PEARL: Parallel Speculative Decoding with Adaptive Draft Length ICLR 2025 Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs ICLR 2025 PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025 Personalized LLM Decoding via Contrasting Personal Preference EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 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 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 PORT: Preference Optimization on Reasoning Traces NAACL 2025 Positive Text Reframing under Multi-strategy Optimization COLING 2025