reinforcement learning from human feedback

Aligner: Efficient Alignment by Learning to Correct NeurIPS 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Large Language Models with Human Preferences through Representation Engineering ACL 2024 Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards ACL 2024 Automated Multi-level Preference for MLLMs NeurIPS 2024 Axioms for AI Alignment from Human Feedback NeurIPS 2024 Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024 Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024 Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment ICLR 2024 Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints ICLR 2024 Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SemEval 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 Boosting Text-to-Video Generative Model with MLLMs Feedback NeurIPS 2024 Calibrating Language Models with Adaptive Temperature Scaling EMNLP 2024 Calibrating the Confidence of Large Language Models by Eliciting Fidelity EMNLP 2024 Carrot and Stick: Eliciting Comparison Data and Beyond NeurIPS 2024 Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification NeurIPS 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback ICLR 2024 DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NeurIPS 2024 Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024 Discovering Preference Optimization Algorithms with and for Large Language Models NeurIPS 2024 Disentangling Length from Quality in Direct Preference Optimization ACL 2024