Efficient measuring of readability to improve documents accessibility for arabic language learners

S Bessou, G Chenni - arXiv preprint arXiv:2109.08648, 2021 - arxiv.org
This paper presents an approach based on supervised machine learning methods to build a
classifier that can identify text complexity in order to present Arabic language learners with …

Automating lexical simplification in Dutch

B Bulté, L Sevens, V Vandeghinste - Computational Linguistics in the …, 2018 - clinjournal.org
We discuss the design, development and evaluation of an automated lexical simplification
tool for Dutch. A basic pipeline approach is used to perform both text adaptation and …

A lexical simplification tool for promoting health literacy

L Zilio, LB Paraguassu… - 1st Workshop on …, 2020 - openresearch.surrey.ac.uk
This paper presents MedSimples, an authoring tool that combines Natural Language
Processing, Corpus Linguistics and Terminology to help writers to convert health-related …

[HTML][HTML] ParKQ: An automated Paraphrase ranKing Quality measure that balances semantic similarity with lexical diversity

T Duong, TD Le, S Link, T Thieu - Natural Language Processing Journal, 2024 - Elsevier
Abstract BERT (Devlin et al., 2019) and RoBERTa (Liu et al., 2019) have set new state-of-the-
art performance on paraphrase quality measurement. However, their main focus is on …

Using Letter Positional Probabilities to Assess Word Complexity

M Dalvean - arXiv preprint arXiv:2404.07768, 2024 - arxiv.org
Word complexity is defined in a number of different ways. Psycholinguistic, morphological
and lexical proxies are often used. Human ratings are also used. The problem here is that …

Controllable Sentence Simplification in Dutch

T Seidl, V Vandeghinste - Computational Linguistics in the …, 2024 - clinjournal.org
Text simplification aims to reduce complexity in vocabulary and syntax, enhancing the
readability and comprehension of text. This paper presents a supervised sentence …

Simplifying coreference chains for dyslexic children

R Wilkens, A Todirascu - … of the Twelfth Language Resources and …, 2020 - aclanthology.org
We present a work aiming to generate adapted content for dyslexic children for French, in
the context of the ALECTOR project. Thus, we developed a system to transform the texts at …

[PDF][PDF] Abordagem baseada em aumento de dados para avaliaçao automática de leiturabilidade

LC de MENEZES, P Aline, MJB FINATTO - Domínios de Lingu@ gem, 2023 - seer.ufu.br
Embora estudos sobre como medir a leiturabilidade de um texto remontem ao século
passado, ainda não há um consenso sobre quais seriam as melhores métricas …

LexDivPara: A Measure of Paraphrase Quality with Integrated Sentential Lexical Complexity

T Thieu, H Do, T Duong, S Pu, S Aakur… - Intelligent Systems and …, 2022 - Springer
We present a novel method that automatically measures quality of sentential paraphrasing.
Our method balances two conflicting criteria: semantic similarity and lexical diversity. Using …

A machine learning classification algorithm for vocabulary grading in Chinese language teaching

Y Zhang, D Guo, T Song - Tehnički vjesnik, 2021 - hrcak.srce.hr
Sažetak Vocabulary grading is of great importance in Chinese vocabulary teaching. This
paper starts with an analysis of the lexical attributes that affect lexical complexity, followed by …