conftrace_

bradley-terry model

31 papers

Explore in graph

Co-occurring keywords

pairwise comparison (187) preference learning (418) reward model (276) reinforcement learning from human feedback (278) preference optimization (302) active learning (1301) bradley-terry-luce model (18) score estimation (16) preference datum (29) paired comparison (12)

Papers

The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation AAAI 2026
Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity ACL 2026
ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models AAAI 2026
Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation IJCAI 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025
PairScale: Analyzing Attitude Change with Pairwise Comparisons NAACL 2025
ACECODER: Acing Coder RL via Automated Test-Case Synthesis ACL 2025
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor EMNLP 2025
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons AAAI 2024
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice NIPS 2024
An Analysis of Elo Rating Systems via Markov Chains NIPS 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024
Differentially Private Reward Estimation with Preference Feedback AISTATS 2024
Efficient Computation of Rankings from Pairwise Comparisons JMLR 2023
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets JMLR 2023
Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons ICML 2023
PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment COLING 2022
Better than Average: Paired Evaluation of NLP systems ACL 2021
Better than Average: Paired Evaluation of NLP systems IJCNLP 2021
Estimation of Skill Distribution from a Tournament NIPS 2020
Nonparametric Estimation in the Dynamic Bradley-Terry Model AISTATS 2020
Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models AISTATS 2020
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NIPS 2018