[PDF][PDF] Automatic text simplification for social good: Progress and challenges

S Štajner - Findings of the Association for Computational …, 2021 - aclanthology.org
Since the late 1990s, automatic text simplification (ATS) was promoted as a natural
language processing (NLP) task with great potential to make texts more accessible to …

Findings of the TSAR-2022 shared task on multilingual lexical simplification

H Saggion, S Štajner, D Ferrés, KC Sheang… - arXiv preprint arXiv …, 2023 - arxiv.org
We report findings of the TSAR-2022 shared task on multilingual lexical simplification,
organized as part of the Workshop on Text Simplification, Accessibility, and Readability …

Lexical simplification benchmarks for English, Portuguese, and Spanish

S Štajner, D Ferrés, M Shardlow, K North… - Frontiers in Artificial …, 2022 - frontiersin.org
Even in highly-developed countries, as many as 15–30% of the population can only
understand texts written using a basic vocabulary. Their understanding of everyday texts is …

The BEA 2024 shared task on the multilingual lexical simplification pipeline

M Shardlow, F Alva-Manchego… - Proceedings of the …, 2024 - aclanthology.org
We report the findings of the 2024 Multilingual Lexical Simplification Pipeline shared task.
We released a new dataset comprising 5,927 instances of lexical complexity prediction and …

Deep learning approaches to lexical simplification: A survey

K North, T Ranasinghe, M Shardlow… - Journal of Intelligent …, 2024 - Springer
Lexical Simplification (LS) is the task of substituting complex words within a sentence for
simpler alternatives while maintaining the sentence's original meaning. LS is the lexical …

Multils: A multi-task lexical simplification framework

K North, T Ranasinghe, M Shardlow… - arXiv preprint arXiv …, 2024 - arxiv.org
Lexical Simplification (LS) automatically replaces difficult to read words for easier
alternatives while preserving a sentence's original meaning. LS is a precursor to Text …

ALEXSIS-PT: A new resource for portuguese lexical simplification

K North, M Zampieri, T Ranasinghe - arXiv preprint arXiv:2209.09034, 2022 - arxiv.org
Lexical simplification (LS) is the task of automatically replacing complex words for easier
ones making texts more accessible to various target populations (eg individuals with low …

MultiLS: An End-to-End Lexical Simplification Framework

K North, T Ranasinghe, M Shardlow… - Proceedings of the …, 2024 - aclanthology.org
Lexical Simplification (LS) automatically replaces difficult to read words for easier
alternatives while preserving a sentence's original meaning. Several datasets exist for LS …

CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification?

R Wilkens, D Alfter, R Cardon, I Gribomont… - Proceedings of the …, 2022 - aclanthology.org
Lexical simplification is the task of substituting a difficult word with a simpler equivalent for a
target audience. This is currently commonly done by modeling lexical complexity on a …

RastrOS Project: Natural Language Processing contributions to the development of an eye-tracking corpus with predictability norms for Brazilian Portuguese

SE Leal, K Lukasova, MT Carthery-Goulart… - Language Resources …, 2022 - Springer
This article presents RastrOS, a new eye-tracking corpus of eye movement data from
university students during silent reading of paragraphs of texts in Brazilian Portuguese (BP) …