Text Generation

Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025 Concept Bottleneck Language Models For Protein Design ICLR 2025 Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025 Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025 ConQRet: A New Benchmark for Fine-Grained Automatic Evaluation of Retrieval Augmented Computational Argumentation NAACL 2025 Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphor Competence in Idiom Understanding Tasks COLING 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025 Controllable Style Arithmetic with Language Models ACL 2025 Controlled Generation for Private Synthetic Text EMNLP 2025 Controlled LLM Decoding via Discrete Auto-regressive Biasing ICLR 2025 CopySpec: Accelerating LLMs with Speculative Copy-and-Paste EMNLP 2025 CoRI: Communication of Robot Intent for Physical Human-Robot Interaction CoRL 2025 Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025 Correlation and Navigation in the Vocabulary Key Representation Space of Language Models ICLR 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models IJCNLP 2025 Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning ACL 2025 CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025 CRANE: Reasoning with constrained LLM generation ICML 2025 Creative Planning with Language Models: Practice, Evaluation and Applications NAACL 2025 Creative Preference Optimization EMNLP 2025 Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025 CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025