RELEX

Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 causal), q2 · 0 of 1 report an effect size · 2 claims rest on one study

Description

RELEX is an adaptive learning system that provides personalized examples, annotations, feedback, and reflection prompts to support procedural writing, developed by Mejia-Domenzain et al.

Components

Claims

• A fine-tuned DistilRoBERTa recipe-quality predictor achieves a test-set MAE of 0.39, slightly better than but not significantly different from a mean-prediction baseline of 0.42. [+M]
• BM25-based recipe similarity computation runs in real time, averaging 0.8 seconds (sigma 0.1) in the worst case of 100,000 comparisons. [+M]

Related Products and Programmes

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Key Sources

• Mejia-Domenzain, P., Frej, J., Neshaei, S. P., Mouchel, L., Nazaretsky, T., Wambsganss, T., Bosselut, A., & Käser, T. (2025). Enhancing Procedural Writing Through Personalized Example Retrieval: A Case Study on Cooking Recipes. Int J Artif Intell Educ. https://doi.org/10.1007/s40593-024-00405-1

Page metadata

Field	Value
type	product
id	relex
title	RELEX
description	RELEX is an adaptive learning system that provides personalized examples, annotations, feedback, and reflection prompts to support procedural writing, developed by Mejia-Domenzain et al.
status	review
product_kind	software
generated	by process:settle-candidates on 2026-10-27
trust	unverified — no one has confirmed this page's content

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