Text mining in education

R Ferreira‐Mello, M André, A Pinheiro… - … : Data Mining and …, 2019 - Wiley Online Library
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 …

Lexical complexity prediction: An overview

K North, M Zampieri, M Shardlow - ACM Computing Surveys, 2023 - dl.acm.org
The occurrence of unknown words in texts significantly hinders reading comprehension. To
improve accessibility for specific target populations, computational modeling has been …

A report on the complex word identification shared task 2018

SM Yimam, C Biemann, S Malmasi… - arXiv preprint arXiv …, 2018 - arxiv.org
We report the findings of the second Complex Word Identification (CWI) shared task
organized as part of the BEA workshop co-located with NAACL-HLT'2018. The second CWI …

Semeval-2021 task 1: Lexical complexity prediction

M Shardlow, R Evans, GH Paetzold… - arXiv preprint arXiv …, 2021 - arxiv.org
This paper presents the results and main findings of SemEval-2021 Task 1-Lexical
Complexity Prediction. We provided participants with an augmented version of the CompLex …

Towards an open-domain chatbot for language practice

G Tyen, M Brenchley, A Caines… - Proceedings of the 17th …, 2022 - aclanthology.org
State-of-the-art chatbots for English are now able to hold conversations on virtually any topic
(eg Adiwardana et al., 2020; Roller et al., 2021). However, existing dialogue systems in the …

Lexical simplification system to improve web accessibility

R Alarcon, L Moreno, P Martínez - IEEE Access, 2021 - ieeexplore.ieee.org
People with intellectual, language and learning disabilities face accessibility barriers when
reading texts with complex words. Following accessibility guidelines, complex words can be …

DeepBlueAI at SemEval-2021 Task 1: Lexical complexity prediction with a deep ensemble approach

C Pan, B Song, S Wang, Z Luo - Proceedings of the 15th …, 2021 - aclanthology.org
Lexical complexity plays an important role in reading comprehension. lexical complexity
prediction (LCP) can not only be used as a part of Lexical Simplification systems, but also as …

Strong baselines for complex word identification across multiple languages

P Finnimore, E Fritzsch, D King, A Sneyd… - arXiv preprint arXiv …, 2019 - arxiv.org
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 …

Predicting lexical complexity in English texts: the Complex 2.0 dataset

M Shardlow, R Evans, M Zampieri - Language Resources and Evaluation, 2022 - Springer
Identifying words which may cause difficulty for a reader is an essential step in most lexical
text simplification systems prior to lexical substitution and can also be used for assessing the …

TMU-HIT at MLSP 2024: How Well Can GPT-4 Tackle Multilingual Lexical Simplification?

T Enomoto, H Kim, T Hirasawa, Y Nagai… - Proceedings of the …, 2024 - aclanthology.org
Lexical simplification (LS) is a process of replacing complex words with simpler alternatives
to help readers understand sentences seamlessly. This process is divided into two primary …