Reinforcement Learning from Human Feedback

Preference Transformer: Modeling Human Preferences using Transformers for RL ICLR 2023 SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023 Task Ambiguity in Humans and Language Models ICLR 2023 The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023 Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 Learning What To Do by Simulating the Past ICLR 2021 Human-centric dialog training via offline reinforcement learning EMNLP 2020 Policy Shaping: Integrating Human Feedback with Reinforcement Learning NeurIPS 2013