Intelligent Reading Improvement System for Fundamental and Transversal Skills Development

Culture, Creativity & SocietyHORIZON-RIAID: 101094837
EC Contribution
€26,996
Consortium Size
8 orgs
Start Year
2023
Summary

The project iRead4Skills has as main objectives:•to assess and reduce reading skills gaps in low literacy adults for the development of fundamental and transversal skills by i) establishing and monitoring the relation between improvement in literacy skills and improvement in other fundamental skills (such as numeracy or ICT) and transversal skills (such as technical skills, communication skills, team-working skills, foreign language skills, customer handling skills, problem solving skills, learning skills and planning and organization skills) as well as motivation, citizenship and well-being; ii) providing an intelligent reading system that evaluates texts complexity and suggests appropriate readings according to the user literacy level. The system would also be used to assist trainers and text producers to create or adapt texts with the appropriate level of complexity with regard to their target readers.•to support the adoption and diffusion of innovation in the way low literacy adults acquire and sustain transversal and durable skills, matching the always evolving needs of the job market, by developing and putting to work an open access system, available for both trainers and trainees, that allows for advanced digitally-enabled training and skills development.Reading skills are fundamental to acquire technical and scientific knowledge, either in formal education and training contexts, as Adult Learning (AL), either in practical and empirical working contexts, as when companies provide written specific information and/or instructions to their workers. People with low literacy skills are less able to acquire and sustain transversal and durable skills needed to stay apace with the changing job market and to lead meaningful and complete lives.

Consortium (8)

Project Results (38)

Source: CORDIS, the EU research results database.

Publications (26)
Clasificación automática de textos por niveis de lecturabilidade: recursos e modelos para o galego
Linguamática· 2026DOI
Sandra Rodríguez Rey, Marcos Garcia
A Multi-Stage Heuristic Filtering Pipeline for Refining a Spanish Legal Corpus for Natural Language Processing
Langues & Parole· 2025DOI
Nikolai Tiurin, Xavier Blanco Escoda
Framework of Textual Complexity for Low-Literacy Adults: Levels and Descriptors within the iRead4skill Project
Langues & Parole· 2025DOI
Raquel Amaro, Susana Correia, Ricardo Monteiro, Alice Pintard, Michell Moutinho, Sílvia Barbosa
Níveis e descritores de complexidade textual para adultos de baixa literacia: um referencial do projeto iRead4Skills
Revista da Associação Portuguesa de Linguística· 2025DOI
Ricardo Monteiro, Susana Correia, Raquel Amaro, Michell Moutinho, Sílvia Barbosa, Maria Leonor Reis
OASIcs, Volume 135, SLATE 2025, Complete Volume
· 2025DOI
Baptista, Jorge; Barateiro, José
Presentation
Langues & Parole· 2025DOI
Raquel Amaro, Jorge Baptista, Thomas François, Marcos García, Rodrigo Wilkens
Refining English Writing Proficiency Assessment and Placement in Developmental Education Using NLP Tools and Machine Learning
Proceedings of the 17th International Conference on Computer Supported Education· 2025DOI
Miguel Da Corte, Jorge Baptista
Toward Consistency in Writing Proficiency Assessment: Mitigating Classification Variability in Developmental Education
Proceedings of the 17th International Conference on Computer Supported Education· 2025DOI
Miguel Da Corte, Jorge Baptista
Automatic Text Readability Assessment in European Portuguese
Proceedings of the 16th International Conference on Computational Processing of Portuguese· 2024
Ribeiro, E., Mamede, N., & Baptista, J.
Exploration d’approches hybrides pour la lisibilité : expériences sur la complémentarité entre les traits linguistiques et les transformers
Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, volume 2 : traductions d'articles publiès· 2024
Rodrigo Wilkens, Patrick Watrin, Rémi Cardon, Alice Pintard, Isabelle Gribomont, Thomas François
Intelligent Support for Low Literacy Adults: The European Portuguese iRead4Skills Corpus
International Journal of Emerging Technologies in Learning (iJET)· 2024DOI
Maria Leonor Reis, Sílvia Barbosa, Michell Moutinho, Ricardo Monteiro, Susana Correia, Raquel Amaro
Leveraging NLP and Machine Learning for English (L1) Writing Assessment in Developmental Education
Proceedings of the 16th International Conference on Computer Supported Education· 2024DOI
Miguel Da Corte, Jorge Baptista
Léxico mejorado del español para los niveles del MCER A1, A2 y B1, y nociones metalingüísticas de base
Onomázein Revista de lingüística filología y traducción· 2024DOI
Xavier Blanco Escoda
Paying attention to the words: explaining readability prediction for French as a foreign language
Proceedings of the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI) @ LREC-COLING 2024· 2024
Rodrigo Wilkens, Patrick Watrin, Thomas François
Text Readability Assessment in European Portuguese: A Comparison of Classification and Regression Approaches
Proceedings of the 16th International Conference on Computational Processing of Portuguese· 2024
Ribeiro, E., Mamede, N., & Baptista, J.
Dictionnaires électroniques et traduction automatique espagnol-français
Langages· 2023DOI
Xavier Blanco
Adaptive Text Simplification: Using Machine Learning Models to Adapt the Level of Simplification Based on Feedback from Users
Nikolai Tiurin
Analyse contrastive des pragmatèmes et application lexicographique bilingue
Elina Sidorovic
Charting the Linguistic Landscape of Developing Writers: An Annotation Scheme for Enhancing Native Language Proficiency
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Miguel Da Corte, Jorge Baptista
Enhancing Writing Proficiency Classification in Developmental Education: The Quest for Accuracy
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Miguel Da Corte, Jorge Baptista
Exploring the Automated Scoring of Narrative Essays in Brazilian Portuguese using Transformer Models
Eugénio Ribeiro, Nuno Mamede, Jorge Baptista
L’effet facilitateur de la transparence interlinguistique sur l’acquisition lexicale du français et de l’espagnol chez les apprenants sinophones
Langues & ParoleDOI
Keran Mu
Procesamiento de Lenguaje Natural
SEPLNDOI
Sandra Rodríguez Rey, André Bernárdez Braña, Marcos Garcia
Selección del léxico español y francés de niveles iniciales (A1–B1) para aprendientes sinohablantes
Keran Mu
Textual complexity for low literacy adults: analysis of complexity levels and their characteristics
Ricardo Monteiro
Vocabulário Fundamental da Academia das Ciências de Lisboa: seleção lexical, alinhamento de sentidos e codificação
Maria Leonor Reis
Deliverables (11)
Documents, reports
Documents, reports
Data sets, microdata, etc
Documents, reports
Documents, reports
Websites, patent fillings, videos etc.
Documents, reports
Other Results (1)
Periodic Reporting for period 1 - iRead4Skills (Intelligent Reading Improvement System for Fundamental and Transversal Skills Development)