conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
Preference Learning Algorithms Do Not Learn Preference Rankings NIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024
Imitating Language via Scalable Inverse Reinforcement Learning NIPS 2024
Preference Ranking Optimization for Human Alignment AAAI 2024
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue AAAI 2024
Carrot and Stick: Eliciting Comparison Data and Beyond NIPS 2024
Risk-Averse Fine-tuning of Large Language Models NIPS 2024
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback NIPS 2024
Robust Reinforcement Learning from Corrupted Human Feedback NIPS 2024
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer NIPS 2024
Boosting Text-to-Video Generative Model with MLLMs Feedback NIPS 2024
Generative Input: Towards Next-Generation Input Methods Paradigm ACL 2024
Industry vs Academia: Running a Course on Transformers in Two Setups ACL 2024
Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification NIPS 2024
Team NP_PROBLEM at SemEval-2024 Task 7: Numerical Reasoning in Headline Generation with Preference Optimization SEMEVAL 2024
Aligning Large Language Models via Fine-grained Supervision ACL 2024
Disentangling Length from Quality in Direct Preference Optimization ACL 2024
AceGPT, Localizing Large Language Models in Arabic NAACL 2024
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SEMEVAL 2024
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024
Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024