SocraticEdu

Product or Programme · All products and programmes
Evidence · 1 claim (1 for) · 1 study (1 causal), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

SocraticEdu is a corpus of 797 Chinese multi-turn Socratic tutoring trajectories for elementary science, reconstructed from platform logs and supplemented with synthetic dialogues by Wang et al.

Components

Claims

• Supervised fine-tuning on SocraticEdu provides the largest single-step SE gain (+0.200) but still leaks target terms in 26.7% of dialogues [+W]

Related Products and Programmes

• TeachingCoach synthetic dialogue dataset (406,183 training examples)

Key Sources

• Xiaokun Wang, Siyu Song, Wentao Liu, Xiaodong Zou. (2026). Beyond Direct Answering: Aligning Educational LLMs as Socratic Guides via Heuristic Reinforcement Learning. arXiv preprint. https://arxiv.org/abs/2607.22996

Page metadata

Field	Value
type	product
id	socraticedu
title	SocraticEdu
description	SocraticEdu is a corpus of 797 Chinese multi-turn Socratic tutoring trajectories for elementary science, reconstructed from platform logs and supplemented with synthetic dialogues by Wang et al.
status	review
product_kind	dataset
generated	by process:settle-candidates on 2026-10-12
trust	unverified — no one has confirmed this page's content

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