conftrace_

pairwise preference

34 papers

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Co-occurring keywords

preference learning (418) large language model (13587) active learning (1301) preference aggregation (50) human feedback (161) learning to rank (185) preference optimization (302) regret bound (1926) probabilistic model (476) rank aggregation (53)

Papers

Bi-Level Preference Optimization for Retrieval-Augmented Generation (Student Abstract) AAAI 2026
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian AACL 2025
ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025
Spatial Layouts in News Homepages Capture Human Preferences EMNLP 2025
Calibrated Multi-Preference Optimization for Aligning Diffusion Models CVPR 2025
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning EMNLP 2025
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025
A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024
Improving Context-Aware Preference Modeling for Language Models NIPS 2024
Post-edits Are Preferences Too EMNLP 2024
Efficiently Acquiring Human Feedback with Bayesian Deep Learning EACL 2024
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022
Optimal Algorithms for Stochastic Contextual Preference Bandits NIPS 2021
Spectral Methods for Ranking with Scarce Data UAI 2020
Approval-Based Elections and Distortion of Voting Rules IJCAI 2019
Aggregating Incomplete Pairwise Preferences by Weight IJCAI 2019
Ranking Distributions based on Noisy Sorting ICML 2018
The Limits of Maxing, Ranking, and Preference Learning ICML 2018
An Efficient Algorithm To Compute Distance Between Lexicographic Preference Trees IJCAI 2018
Estimating Summary Quality with Pairwise Preferences NAACL 2018
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR 2018
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NIPS 2018