Computational assessment of text readability: A survey of current and future research

K Collins-Thompson - ITL-International Journal of Applied …, 2014 - jbe-platform.com
Assessing text readability is a time-honored problem that has even more relevance in
today's information-rich world. This article provides background on how readability of texts is …

[PDF][PDF] An “AI readability” formula for French as a foreign language

T François, C Fairon - Proceedings of the 2012 joint conference on …, 2012 - aclanthology.org
This paper present a new readability formula for French as a foreign language (FFL), which
relies on 46 textual features representative of the lexical, syntactic, and semantic levels as …

CEFR-based sentence difficulty annotation and assessment

Y Arase, S Uchida, T Kajiwara - arxiv preprint arxiv:2210.11766, 2022 - arxiv.org
Controllable text simplification is a crucial assistive technique for language learning and
teaching. One of the primary factors hindering its advancement is the lack of a corpus …

Fabra: French aggregator-based readability assessment toolkit

R Wilkens, D Alfter, X Wang, A Pintard… - Proceedings of the …, 2022 - aclanthology.org
In this paper, we present the FABRA: readability toolkit based on the aggregation of a large
number of readability predictor variables. The toolkit is implemented as a service-oriented …

All Mixed Up? Finding the Optimal Feature Set for General Readability Prediction and Its Application to English and Dutch

O De Clercq, V Hoste - Computational Linguistics, 2016 - direct.mit.edu
Readability research has a long and rich tradition, but there has been too little focus on
general readability prediction without targeting a specific audience or text genre. Moreover …

Using the crowd for readability prediction

O De Clercq, V Hoste, B Desmet… - Natural Language …, 2014 - cambridge.org
While human annotation is crucial for many natural language processing tasks, it is often
very expensive and time-consuming. Inspired by previous work on crowdsourcing, we …

Syntactic complexity in adapted extracurricular reading materials

L Lei, Y Shi - System, 2023 - Elsevier
Extracurricular reading is important for language learning since it is not just beneficial for
vocabulary and grammar acquisition, but also useful for other aspects such as reading …

Readnet: A hierarchical transformer framework for web article readability analysis

C Meng, M Chen, J Mao, J Neville - … on IR Research, ECIR 2020, Lisbon …, 2020 - Springer
Analyzing the readability of articles has been an important sociolinguistic task. Addressing
this task is necessary to the automatic recommendation of appropriate articles to readers …

Single-sentence readability prediction in Russian

N Karpov, J Baranova, F Vitugin - Analysis of Images, Social Networks and …, 2014 - Springer
In an effort to make reading more accessible, an automated readability formula can help
students to retrieve appropriate material for their language level. This study attempts to …

Are cohesive features relevant for text readability evaluation?

A Todirascu, T François, D Bernhard, N Gala… - 26th International …, 2016 - hal.science
This paper investigates the effectiveness of 65 cohesion-based variables that are commonly
used in the literature as predictive features to assess text readability. We evaluate the …