ParaTutor

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

Description

ParaTutor is a multi-agent LLM-based home math word-problem tutoring system developed by LUO Lan and colleagues that supports parent–child tutoring with phase-specific scaffolding and interactive visual grounding.

Components

Claims

• Interactive visual grounding helped children interpret word problems by making hidden relational constraints manipulable and visible [+M]

Related Products and Programmes

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Key Sources

• LUO Lan, WANG Anqi, ZHOU Muzhi, ZHU Junhua, CAI Jie, YU Ao, and PAN Hui. (2024). ParaTutor: Coordinating Parent-Child Math Tutoring through Role-Separated LLM Scaffolding. https://arxiv.org/abs/2606.18030

Page metadata

Field	Value
type	product
id	paratutor
title	ParaTutor
description	ParaTutor is a multi-agent LLM-based home math word-problem tutoring system developed by LUO Lan and colleagues that supports parent–child tutoring with phase-specific scaffolding and interactive visual grounding.
status	review
product_kind	software
generated	by process:settle-candidates on 2026-10-11
trust	unverified — no one has confirmed this page's content

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