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A survey of automated methods for biomedical text simplification
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 …
understanding and engagement. As the field of Natural Language Processing has …
Lexical complexity prediction: An overview
The occurrence of unknown words in texts significantly hinders reading comprehension. To
improve accessibility for specific target populations, computational modeling has been …
improve accessibility for specific target populations, computational modeling has been …
ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports
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 …
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 …
language processing (NLP) task with great potential to make texts more accessible to …
The BEA 2024 shared task on the multilingual lexical simplification pipeline
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 …
We released a new dataset comprising 5,927 instances of lexical complexity prediction and …
Revisiting non-English text simplification: A unified multilingual benchmark
Recent advancements in high-quality, large-scale English resources have pushed the
frontier of English Automatic Text Simplification (ATS) research. However, less work has …
frontier of English Automatic Text Simplification (ATS) research. However, less work has …
Improving mathematics assessment readability: Do large language models help?
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 …
quality of educational texts. We can use the readability measures for finding assessment …
ARTiST: Automated text simplification for task guidance in augmented reality
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 …
However, this content can be challenging to apprehend quickly when engaging in …
Deep learning approaches to lexical simplification: A survey
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 …
simpler alternatives while maintaining the sentence's original meaning. LS is the lexical …
Lexical simplification system to improve web accessibility
People with intellectual, language and learning disabilities face accessibility barriers when
reading texts with complex words. Following accessibility guidelines, complex words can be …
reading texts with complex words. Following accessibility guidelines, complex words can be …