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Text Generation

4534 directly classified papers

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Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025

RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025

EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025

HalluLens: LLM Hallucination Benchmark ACL 2025

Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ACL 2025

Can Language Models Replace Programmers for Coding? REPOCOD Says ‘Not Yet’ ACL 2025

Writing Like the Best: Exemplar-Based Expository Text Generation ACL 2025

Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025

Automated Structured Radiology Report Generation ACL 2025

Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control ACL 2025

Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025

LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025

Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025

Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025

𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025

Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025

Hierarchical Memory Organization for Wikipedia Generation ACL 2025

ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025

On Synthesizing Data for Context Attribution in Question Answering ACL 2025

Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025

“The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025

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