Text readability assessment for second language learners

M Xia, E Kochmar, T Briscoe - arXiv preprint arXiv:1906.07580, 2019 - arxiv.org
This paper addresses the task of readability assessment for the texts aimed at second
language (L2) learners. One of the major challenges in this task is the lack of significantly …

Arabic natural language processing and machine learning-based systems

SL Marie-Sainte, N Alalyani, S Alotaibi… - IEEE …, 2018 - ieeexplore.ieee.org
Arabic natural language processing (ANLP) consists of developing techniques and tools that
can utilize and analyze the Arabic language in both written and spoken contexts. ANLP …

Trends, limitations and open challenges in automatic readability assessment research

S Vajjala - arXiv preprint arXiv:2105.00973, 2021 - arxiv.org
Readability assessment is the task of evaluating the reading difficulty of a given piece of text.
Although research on computational approaches to readability assessment is now two …

A neural pairwise ranking model for readability assessment

J Lee, S Vajjala - arXiv preprint arXiv:2203.07450, 2022 - arxiv.org
Automatic Readability Assessment (ARA), the task of assigning a reading level to a text, is
traditionally treated as a classification problem in NLP research. In this paper, we propose …

[PDF][PDF] 文本可读性的自动分析研究综述

吴思远, 蔡建永, 于东, 江新 - 中文信息学报, 2018 - researchgate.net
(1. 北京语言大学信息科学学院, 北京100083; 2. 北京语言大学对外汉语研究中心, 北京100083;
3. 北京语言大学汉语速成学院, 北京100083) 摘要: 文本可读性问题最初由教育学家提出 …

[PDF][PDF] Rule-based and machine learning approaches for second language sentence-level readability

I Pilán, E Volodina, R Johansson - … on innovative use of NLP for …, 2014 - aclanthology.org
We present approaches for the identification of sentences understandable by second
language learners of Swedish, which can be used in automatically generated exercises …

Twitter language identification of similar languages and dialects without ground truth

J Williams, C Dagli - Proceedings of the fourth workshop on NLP …, 2017 - aclanthology.org
We present a new method to bootstrap filter Twitter language ID labels in our dataset for
automatic language identification (LID). Our method combines geo-location, original Twitter …

[PDF][PDF] A flexible language learning platform based on language resources and web services.

E Volodina, I Pilán, L Borin, TL Tiedemann - LREC, 2014 - lrec-conf.org
We present Lärka, the language learning platform of Språkbanken (the Swedish Language
Bank). It consists of an exercise generator which reuses resources available through …

Text readability for Arabic as a foreign language

H Saddiki, K Bouzoubaa… - 2015 IEEE/ACS 12th …, 2015 - ieeexplore.ieee.org
In this study, we evaluate the informativeness of lexical, morphological and semantic
features in determining the readability of texts geared towards learners of Arabic as a foreign …

Modern standard Arabic readability prediction

N Nassiri, A Lakhouaja, V Cavalli-Sforza - Arabic Language Processing …, 2018 - Springer
Reading is the most critical skill for satisfactory progress in school, as well as being highly
important for access to information throughout one's life. For this reason, readability is one of …