Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Papers

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025

Training Language Model to Critique for Better Refinement ACL 2025

CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025

DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models ACL 2025

Scalable Vision-Language Understanding and Generation AAAI 2025

Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025

REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025

MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025

Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025

The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025

DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025

Diagram-Driven Course Questions Generation EMNLP 2025

Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories ACL 2025

Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025

MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025

Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025

From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025

LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025

PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025

Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025

Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models EMNLP 2025

PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025

ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025