conftrace_

reward model

276 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons ICML 2023
Axiomatic Preference Modeling for Longform Question Answering EMNLP 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model EMNLP 2023
e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts EMNLP 2023
Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
RRHF: Rank Responses to Align Language Models with Human Feedback NIPS 2023
Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback NIPS 2023
Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model NIPS 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training NIPS 2023
Accelerating Exploration with Unlabeled Prior Data NIPS 2023
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022
Fine-tuning language models to find agreement among humans with diverse preferences NIPS 2022
Training language models to follow instructions with human feedback NIPS 2022
Imitation by Predicting Observations ICML 2021
PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training ICML 2021
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020
Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020
Positive-Unlabeled Reward Learning CORL 2020
Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning AAAI 2019