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Editorial: Text complexity and simplification
Frontiers in Artificial Intelligence, 2023 EDITORIAL article Front. Artif. Intell., 13 June 2023Sec.
Liana Ermakova +3 more
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Syntactic Simplification and Text Cohesion [PDF]
Research on Language and Computation, 2006 Syntactic simplification is the process of reducing the grammatical complexity of a text, while retaining its information content and meaning. The aim of syntactic simplification is to make text easier to comprehend for human readers, or process by programs.
Advaith Siddharthan
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Medical Text Simplification Using Reinforcement Learning (TESLEA): Deep Learning–Based Text Simplification Approach [PDF]
JMIR Medical Informatics, 2022 BackgroundIn most cases, the abstracts of articles in the medical domain are publicly available. Although these are accessible by everyone, they are hard to comprehend for a wider audience due to the complex medical vocabulary ...
Atharva Phatak +4 more
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Clear, easy, plain, and simple as keywords for text simplification [PDF]
Frontiers in Artificial Intelligence, 2022 In this paper, we distinguish between four interconnected notions that recur in the literature on text simplification: clarity, easiness, plainness, and simplicity.
Sara Vecchiato
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It's not just a phase: Investigating text simplification in a second language from a process and product perspective [PDF]
Frontiers in Artificial Intelligence, 2022 Text simplification involves making texts easier to understand, usually for lay readers. Simplifying texts is a complex task, especially when conducted in a second language.
Alessandra Rossetti, Luuk Van Waes
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Evaluating Factuality in Text Simplification. [PDF]
Proc Conf Assoc Comput Linguist Meet, 2022 Automated simplification models aim to make input texts more readable. Such methods have the potential to make complex information accessible to a wider audience, e.g., providing access to recent medical literature which might otherwise be impenetrable for a lay reader.
Devaraj A +3 more
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Text Simplification to Specific Readability Levels
Mathematics, 2023 The ability to read a document depends on the reader’s skills and the text’s readability level. In this paper, we propose a system that uses deep learning techniques to simplify texts in order to match a reader’s level.
Wejdan Alkaldi, Diana Inkpen
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Source Characteristics Influence AI-Enabled Orthopaedic Text Simplification [PDF]
JBJS Open AccessBackground:. This study assesses the effectiveness of large language models (LLMs) in simplifying complex language within orthopaedic patient education materials (PEMs) and identifies predictive factors for successful text transformation. Methods:.
Saman Andalib, BS +5 more
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Linguistically-Based Comparison of Different Approaches to Building Corpora for Text Simplification: A Case Study on Italian [PDF]
Frontiers in Psychology, 2022 In this paper, we present an overview of existing parallel corpora for Automatic Text Simplification (ATS) in different languages focusing on the approach adopted for their construction.
Dominique Brunato +2 more
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Journal of King Saud University: Computer and Information Sciences, 2023 The process of text simplification (TS) is crucial for enhancing the comprehension of written material, especially for people with low literacy levels and those who struggle to understand written content.
Suha S. Al-Thanyyan, Aqil M. Azmi
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