iterative refinement

Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework EACL 2026 Think-Then-Generate: Structural Chain-of-Thought Reasoning for Consistent 3D Generation CVPR 2026 What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation ACL 2026 WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026 WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation AAAI 2026 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 Aligning LLMs by Predicting Preferences from User Writing Samples ICML 2025 AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops ACL 2025 An Empirical Study of Iterative Refinements for Non-autoregressive Translation ACL 2025 AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025 AutoPresent: Designing Structured Visuals from Scratch CVPR 2025 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025 Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer CVPR 2025 Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves? CVPR 2025 Cascading Large Language Models for Salient Event Graph Generation NAACL 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025 Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle ICCV 2025 Dialogue Without Limits: Constant-Sized KV Caches for Extended Response in LLMs ICML 2025 DiffQRCoder: Diffusion-Based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement WACV 2025