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reinforcement learning (4) direct preference optimization (3) large language model (2) large vision-language model (2) hallucination reduction (2) supervised fine-tuning (2) model alignment (2) preference learning (2) alignment evaluation (1) hallucination detection (1)

Papers

Check Your Work: Structured Checklist Feedback for Improving Large Language Models ACL 2026 Aligning Spoken Dialogue Models from User Interactions ICML 2025 Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback AAAI 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback ACL 2025 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024 Quality-Diversity through AI Feedback ICLR 2024 VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024 Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023