LinguaBridge – academic digital scaffold

LinguaBridge is an innovative AI-enabled digital platform designed to enhance academic literacy among TESL (Teaching English as a Second Language) students. Integrating advanced natural language processing (NLP), adaptive learning algorithms, and collaborative tools, LinguaBridge effectively addresses the challenges TESL students face when navigating complex academic texts. Its key features include NLP-driven text simplification, contextual cues, dynamic glossaries, multimodal learning supports (videos, podcasts), spaced repetition quizzes, and real-time analytics. Preliminary pilot studies demonstrate that learners using LinguaBridge significantly improved reading comprehension scores (an average increase of 15%) and vocabulary retention (up to 20 percentage points higher) compared to traditional study methods. Remarkably, study time was reduced by 30–50%, enhancing learning efficiency. Furthermore, LinguaBridge promotes global teaching readiness by offering region-specific teaching examples and recommending targeted, high-impact ELT resources. The platform uniquely employs a hybrid AI-human scaffold approach, combining cognitive, social, and pedagogical support, fostering deeper comprehension and engagement. Overall, LinguaBridge represents a transformative approach to TESL teacher education, effectively bridging the gap between theory, practice, and cultural adaptability.

Publication Details

Journal
UiTM Institutional Repositories (Universiti Teknologi MARA)
Published
2025-09-01
Primary Topic
Second Language Acquisition and Learning
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

LinguaBridge – academic digital scaffold

UiTM Institutional Repositories (Universiti Teknologi MARA)
Second Language Acquisition and Learning
article

LinguaBridge – academic digital scaffold

article en

Abstract

LinguaBridge is an innovative AI-enabled digital platform designed to enhance academic literacy among TESL (Teaching English as a Second Language) students. Integrating advanced natural language processing (NLP), adaptive learning algorithms, and collaborative tools, LinguaBridge effectively addresses the challenges TESL students face when navigating complex academic texts. Its key features include NLP-driven text simplification, contextual cues, dynamic glossaries, multimodal learning supports (videos, podcasts), spaced repetition quizzes, and real-time analytics. Preliminary pilot studies demonstrate that learners using LinguaBridge significantly improved reading comprehension scores (an average increase of 15%) and vocabulary retention (up to 20 percentage points higher) compared to traditional study methods. Remarkably, study time was reduced by 30–50%, enhancing learning efficiency. Furthermore, LinguaBridge promotes global teaching readiness by offering region-specific teaching examples and recommending targeted, high-impact ELT resources. The platform uniquely employs a hybrid AI-human scaffold approach, combining cognitive, social, and pedagogical support, fostering deeper comprehension and engagement. Overall, LinguaBridge represents a transformative approach to TESL teacher education, effectively bridging the gap between theory, practice, and cultural adaptability.

UiTM Institutional Repositories (Universiti Teknologi MARA)
Quality Education
Openalex Percentile: Top 32%
Second Language Acquisition and Learning
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.