text generation

Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models EMNLP 2025 Logically Constrained Decoding EMNLP 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs ICLR 2025 LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization ICLR 2025 LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs ICLR 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling ICLR 2025 Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025 Measuring And Improving Persuasiveness Of Large Language Models ICLR 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 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 M+: Extending MemoryLLM with Scalable Long-Term Memory ICML 2025 Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025 Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics EMNLP 2025 Mirror Minds : An Empirical Study on Detecting LLM-Generated Text via LLMs COLING 2025 Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion ACL 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 MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions COLING 2025