iterative refinement

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025 NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation AACL 2025 Neural Speech Extraction with Human Feedback Interspeech 2025 PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025 PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents AACL 2025 Randomized Iterative Solver as Iterative Refinement: A Simple Fix Towards Backward Stability AISTATS 2025 ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models NAACL 2025 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025 Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design ICML 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025 Self-Harmonized Chain of Thought NAACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ICLR 2025 Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025 TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025 Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement EMNLP 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024 AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024 Collective Critics for Creative Story Generation EMNLP 2024