Reconstructing readability: Recent developments and recommendations in the analysis of text difficulty

RG Benjamin - Educational Psychology Review, 2012 - Springer
Largely due to technological advances, methods for analyzing readability have increased
significantly in recent years. While past researchers designed hundreds of formulas to …

CSR performance and the readability of CSR reports: too good to be true?

Z Wang, TS Hsieh, J Sarkis - Corporate Social Responsibility …, 2018 - Wiley Online Library
Using a manually collected sample of 331 corporate social responsibility (CSR) reports
issued by US public companies, we examine the relationship between the CSR …

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 …

Pushing on text readability assessment: A transformer meets handcrafted linguistic features

BW Lee, YS Jang, JHJ Lee - arXiv preprint arXiv:2109.12258, 2021 - arxiv.org
We report two essential improvements in readability assessment: 1. three novel features in
advanced semantics and 2. the timely evidence that traditional ML models (eg Random …

[PDF][PDF] Revisiting readability: A unified framework for predicting text quality

E Pitler, A Nenkova - Proceedings of the 2008 conference on …, 2008 - aclanthology.org
We combine lexical, syntactic, and discourse features to produce a highly predictive model
of human readers' judgments of text readability. This is the first study to take into account …

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 …

[PDF][PDF] On improving the accuracy of readability classification using insights from second language acquisition

S Vajjala, D Meurers - Proceedings of the seventh workshop on …, 2012 - aclanthology.org
We investigate the problem of readability assessment using a range of lexical and syntactic
features and study their impact on predicting the grade level of texts. As empirical basis, we …

[图书][B] User-centered translation

T Suojanen, K Koskinen, T Tuominen - 2014 - taylorfrancis.com
Translators want to take their readers into account, but traditional translation theory does not
offer much advice on how to do that. User-Centered Translation (UCT) offers practical tools …

[图书][B] Automatic text simplification

H Saggion, G Hirst - 2017 - Springer
Automatic text simplification is a research field in computational linguistics that studies
methods and techniques to simplify textual content. Text simplification methods should …

Linear feature-based models for information retrieval

D Metzler, W Bruce Croft - Information Retrieval, 2007 - Springer
There have been a number of linear, feature-based models proposed by the information
retrieval community recently. Although each model is presented differently, they all share a …