Text Generation

PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ACL 2025 Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025 Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception CVPR 2025 Patent-CR: A Dataset for Patent Claim Revision NAACL 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs ACL 2025 PDFMathTranslate: Scientific Document Translation Preserving Layouts 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 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Personalized LLM Decoding via Contrasting Personal Preference EMNLP 2025 Personalized Text Generation with Contrastive Activation Steering ACL 2025 Personalize Your LLM: Fake it then Align it NAACL 2025 Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents NAACL 2025 Perspective-driven Preference Optimization with Entropy Maximization for Diverse Argument Generation EMNLP 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 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 Planning-Aware Code Infilling via Horizon-Length Prediction EMNLP 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025