A prototype authoring tool for editing authentic texts using LLMs to increase support for contextualised L2 grammar practice

ICALL systems that offer grammar exercises with authentic texts have the potential to motivate learners, but finding suitable documents can be problematic because of the low number of target grammar forms they typically contain. Meanwhile, research showing the ability of Large Language Models (LLMs) to rewrite texts in controlled ways is emerging, and this begs the question of whether or not they can be used to modify authentic L2 texts to increase their suitability for grammar learning. In this paper we present a tool we have developed to explore this idea. The authoring tool employs a lexical database to create prompts that instruct an LLM to insert specific target forms into the text. We share our plans to evaluate the quality of the automatically modified texts based on human judgments from native speakers.

Publication Details

Journal
DSpace repository (University of Tartu)
Published
2025-02-17
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A prototype authoring tool for editing authentic texts using LLMs to increase support for contextualised L2 grammar practice

DSpace repository (University of Tartu)
Cell Image Analysis Techniques
article

A prototype authoring tool for editing authentic texts using LLMs to increase support for contextualised L2 grammar practice

article en

Abstract

ICALL systems that offer grammar exercises with authentic texts have the potential to motivate learners, but finding suitable documents can be problematic because of the low number of target grammar forms they typically contain. Meanwhile, research showing the ability of Large Language Models (LLMs) to rewrite texts in controlled ways is emerging, and this begs the question of whether or not they can be used to modify authentic L2 texts to increase their suitability for grammar learning. In this paper we present a tool we have developed to explore this idea. The authoring tool employs a lexical database to create prompts that instruct an LLM to insert specific target forms into the text. We share our plans to evaluate the quality of the automatically modified texts based on human judgments from native speakers.

DSpace repository (University of Tartu)
Quality Education
Openalex Percentile: Top 47%
Cell Image Analysis Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A prototype authoring tool for editing authentic texts using LLMs to increase support for contextualised L2 grammar practice · DSpace repository (University of Tartu) (2025) | TGRS Research Map | TGRS