The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

Sentence Simplification (SS) aims to modify a sentence in order to make it easier to read
and understand. In order to do so, several rewriting transformations can be performed such …

Background Dyslexia is a disorder characterized by difficulty in reading such as poor speech
and sound recognition. They have less capability to relate letters and form words and exhibit …

In this paper, we present a new parallel corpus addressed to researchers, teachers, and
speech therapists interested in text simplification as a means of alleviating difficulties in …

Dyslexia is a reading disability and a language disorder where the individual exhibits
difficulty in reading, writing, speaking, and trouble in spelling words. Early prediction of …

Most previous research in text simplification has aimed to develop generic solutions,
assuming very homogeneous target audiences with consistent intra-group simplification …

Gaze behaviour has been used as a way to gather cognitive information for a number of
years. In this paper, we discuss the use of gaze behaviour in solving different tasks in natural …

NLP models are imperfect and lack intricate capabilities that humans access automatically
when processing speech or reading a text. Human language processing data can be …

Readers' eye movements used as part of the training signal have been shown to improve
performance in a wide range of Natural Language Processing (NLP) tasks. Previous work …

Complex Word Identification (CWI) is the task of identifying which words or phrases in a
sentence are difficult to understand by a target audience. The latest CWI Shared Task …