conftrace_

pairwise comparison

187 papers

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Also known as

PCOMP PC

Co-occurring keywords

large language model (13587) preference learning (418) rank aggregation (53) bradley-terry-luce model (18) sample complexity (1169) active learning (1301) dueling bandit (57) bradley-terry model (31) regret bound (1926) stochastic transitivity (11)

Papers

A Worst Case Analysis of Calibrated Label Ranking Multi-label Classification Method JMLR 2022
Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022
Incentives in Social Decision Schemes with Pairwise Comparison Preferences IJCAI 2022
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks ICML 2022
Batched Dueling Bandits ICML 2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes AISTATS 2022
Audience-Centric Natural Language Generation via Style Infusion EMNLP 2022
Active Ranking without Strong Stochastic Transitivity NIPS 2022
$\ell_∞$-Bounds of the MLE in the BTL Model under General Comparison Graphs UAI 2022
Active learning with label comparisons UAI 2022
PAC Top-$k$ Identification under SST in Limited Rounds AISTATS 2022
Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model ICML 2022
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022
PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022
Searching for a Higher Power in the Human Evaluation of MT EMNLP 2022
Perfect Sampling from Pairwise Comparisons NIPS 2022
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem NIPS 2022
Explaining Preferences with Shapley Values NIPS 2022
Byzantine Spectral Ranking NIPS 2022
Detecting Abrupt Changes in Sequential Pairwise Comparison Data NIPS 2022
Better than Average: Paired Evaluation of NLP systems ACL 2021
Margin of Victory in Tournaments: Structural and Experimental Results AAAI 2021