Text Generation

SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 Socratic Reasoning Improves Positive Text Rewriting NAACL 2025 so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025 Song Form-aware Full-Song Text-to-Lyrics Generation with Multi-Level Granularity Syllable Count Control Interspeech 2025 SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling ICLR 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 Sports and Women’s Sports: Gender Bias in Text Generation with Olympic Data NAACL 2025 Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025 SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration AAAI 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning EMNLP 2025 SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025 SS-GEN: A Social Story Generation Framework with Large Language Models AAAI 2025 STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment ACL 2025 Stance-aware Definition Generation for Argumentative Texts ACL 2025 STARLING at TSAR 2025 Shared Task Leveraging Alternative Generations for Readability Level Adjustment in Text Simplification EMNLP 2025 STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025 StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025 StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models ICML 2025 Steering Large Language Models between Code Execution and Textual Reasoning ICLR 2025