language model alignment

Towards Aligning Language Models with Textual Feedback EMNLP 2024 Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024 Training Socially Aligned Language Models on Simulated Social Interactions ICLR 2024 Uncertainty Aware Learning for Language Model Alignment ACL 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 Aligning Language Models to User Opinions EMNLP 2023 Aligning Language Models with Human Preferences via a Bayesian Approach NeurIPS 2023 Aligning Language Models with Preferences through f-divergence Minimization ICML 2023 Direct Preference Optimization: Your Language Model is Secretly a Reward Model NeurIPS 2023 Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NeurIPS 2023 RRHF: Rank Responses to Align Language Models with Human Feedback NeurIPS 2023 SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023 The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 Training language models to follow instructions with human feedback NeurIPS 2022