Dataset · Hugging Face

romainpuech/tutorduel

Name: tutorduel
Creator: romainpuech
License: cc-by-4.0
Keywords: language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, preference-learning, personalization, dueling-bandits, llm-as-a-judge

TutorDuel TutorDuel is a benchmark for online LLM personalization from pairwise preferences, from the paper Online LLM Personalization from Pairwise Preferences Across Users (Romain Puech*, Georgy Salakhutdinov*, Dimitris Bertsimas; MIT; *equal contribution). Code | Website Students arrive one after another; each asks 24 tutoring questions, and for each question a policy shows the answers of two of six tutor personas (rigorous prover, worked examples, Socratic guide, intuition… See the full description on the dataset page: https://huggingface.co/datasets/romainpuech/tutorduel.

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Author / organization	romainpuech
License (as declared)	cc-by-4.0
Downloads	188 (as reported by Hugging Face)
Likes	0
Created	12 October 2026
Last updated at source	12 October 2026

preference-learningpersonalizationdueling-banditsllm-as-a-judgesyntheticeducation

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