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 …

Readability assessment for text simplification: From analysing documents to identifying sentential simplifications

S Vajjala, D Meurers - ITL-International Journal of Applied …, 2014 - jbe-platform.com
Readability assessment can play a role in the evaluation of a simplification algorithm as well
as in the identification of what to simplify. While some previous research used traditional …

Using BERT to Identify Causal Structure in Students' Scientific Explanations

K Cochran, C Cohn, P Hastings, N Tomuro… - International Journal of …, 2023 - Springer
To succeed in the information age, students need to learn to communicate their
understanding of complex topics effectively. This is reflected in both educational standards …

Text complexity of open educational resources in Portuguese: mixing written and spoken registers in a multi-task approach

M Gazzola, S Leal, B Pedroni, F Theoto Rocha… - Language Resources …, 2022 - Springer
This paper presents a study on text complexity of Open Educational Resources (OER) in
Brazilian Portuguese. In a data analysis of the Brazilian Ministry of Education Integrated …

[HTML][HTML] Linguistic metrics for patent disclosure: Evidence from university versus corporate patents

N Kong, U Dulleck, AB Jaffe, S Sun, S Vajjala - Research Policy, 2023 - Elsevier
Encouraging disclosure is important for the patent system, yet the technical information in
patent applications is often inadequate. We use algorithms from computational linguistics to …

[PDF][PDF] Looking hard: Eye tracking for detecting grammaticality of automatically compressed sentences

S Klerke, HM Alonso, A Søgaard - Proceedings of the 20th Nordic …, 2015 - aclanthology.org
Natural language processing (NLP) tools are often developed with the intention of easing
human processing, a goal which is hard to measure. Eye movements in reading are known …

Towards grounding computational linguistic approaches to readability: Modeling reader-text interaction for easy and difficult texts

S Vajjala, D Meurers, A Eitel… - Proceedings of the …, 2016 - aclanthology.org
Computational approaches to readability assessment are generally built and evaluated
using gold standard corpora labeled by publishers or teachers rather than being grounded …

Does ability affect alignment in second language tutorial dialogue?

A Sinclair, A Lopez, CG Lucas… - Proceedings of the 19th …, 2018 - aclanthology.org
The role of alignment between interlocutors in second language learning is different to that
in fluent conversational dialogue. Learners gain linguistic skill through increased alignment …

Sprachliche Komplexität im Unterricht: Eine computerlinguistische Analyse der gesprochenen Sprache von Lehrenden und Lernenden im naturwissenschaftlichen …

Z Weiss, K Lange-Schubert, B Geist… - Zeitschrift für …, 2022 - degruyter.com
We investigate the linguistic complexity of oral classroom interactions in late primary and
early secondary school across German school types. The goal is to explore whether …

Measuring text readability with machine comprehension: a pilot study

M Benzahra, F Yvon - … on Building Educational Applications Using NLP, 2019 - hal.science
This article studies the relationship between text readability indice and automatic machine
understanding systems. Our hypothesis is that the simpler a text is, the better it should be …