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preference learning

411 papers

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Also known as

DPO PL

Co-occurring keywords

large language model (12755) reinforcement learning (4122) direct preference optimization (317) reinforcement learning from human feedback (261) language model alignment (142) reward model (251) human feedback (161) reward modeling (159) model alignment (219) human preference (120)

Papers

ChoiceRank: Identifying Preferences from Node Traffic in Networks ICML 2017
Constructive Recommendation IJCAI 2017
Dominance and Optimisation Based on Scale-Invariant Maximum Margin Preference Learning IJCAI 2017
Learning Combinatorial Functions from Pairwise Comparisons COLT 2016
Preference Completion from Partial Rankings NIPS 2016
Data-driven Rank Breaking for Efficient Rank Aggregation JMLR 2016
Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples INTERSPEECH 2016
MRA-based Statistical Learning from Incomplete Rankings ICML 2015
A Topic Modeling Approach to Ranking AISTATS 2015
Collaboratively Learning Preferences from Ordinal Data NIPS 2015
Copeland Dueling Bandits NIPS 2015
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Scalable Collaborative Bayesian Preference Learning AISTATS 2014
Multilabel Ranking with Inconsistent Rankers CVPR 2014
Programming by Feedback ICML 2014
Magnitude-sensitive preference formation` NIPS 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014
Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013
Policy Shaping: Integrating Human Feedback with Reinforcement Learning NIPS 2013
Top-k Selection based on Adaptive Sampling of Noisy Preferences ICML 2013
Label Ranking with Partial Abstention based on Thresholded Probabilistic Models NIPS 2012
A Bayesian Approach for Policy Learning from Trajectory Preference Queries NIPS 2012
Random Utility Theory for Social Choice NIPS 2012
Rational inference of relative preferences NIPS 2012