Text Generation

MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025 Meta-Reflection: A Feedback-Free Reflection Learning Framework ACL 2025 MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025 MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities CVPR 2025 MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering COLING 2025 Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025 Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025 Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics EMNLP 2025 Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models EMNLP 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025 MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions COLING 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025 Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025 MojoBench: Language Modeling and Benchmarks for Mojo NAACL 2025 Mondrian: A Framework for Logical Abstract (Re)Structuring EMNLP 2025