A survey of automated methods for biomedical text simplification

B Ondov, K Attal… - Journal of the American …, 2022 - academic.oup.com
Objective Plain language in medicine has long been advocated as a way to improve patient
understanding and engagement. As the field of Natural Language Processing has …

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 …

ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports

K Jeblick, B Schachtner, J Dexl, A Mittermeier… - European …, 2024 - Springer
Objectives To assess the quality of simplified radiology reports generated with the large
language model (LLM) ChatGPT and to discuss challenges and chances of ChatGPT-like …

[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 …

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 …

Revisiting non-English text simplification: A unified multilingual benchmark

MJ Ryan, T Naous, W Xu - arxiv preprint arxiv:2305.15678, 2023 - arxiv.org
Recent advancements in high-quality, large-scale English resources have pushed the
frontier of English Automatic Text Simplification (ATS) research. However, less work has …

Improving mathematics assessment readability: Do large language models help?

N Patel, P Nagpal, T Shah, A Sharma… - Journal of Computer …, 2023 - Wiley Online Library
Background Readability metrics provide us with an objective and efficient way to assess the
quality of educational texts. We can use the readability measures for finding assessment …

ARTiST: Automated text simplification for task guidance in augmented reality

G Wu, J Qian, S Castelo Quispe, S Chen… - Proceedings of the …, 2024 - dl.acm.org
Text presented in augmented reality provides in-situ, real-time information for users.
However, this content can be challenging to apprehend quickly when engaging in …

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 …

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 …