Essays about: "lexical simplification"
Showing result 1 - 5 of 8 essays containing the words lexical simplification.
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1. Context-aware Swedish Lexical Simplification : Using pre-trained language models to propose contextually fitting synonyms
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : This thesis presents the development and evaluation of context-aware Lexical Simplification (LS) systems for the Swedish language. In total three versions of LS models, LäsBERT, LäsBERT-baseline, and LäsGPT, were created and evaluated on a newly constructed Swedish LS evaluation dataset. READ MORE
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2. Exploring Automatic Synonym Generation for Lexical Simplification of Swedish Electronic Health Records
University essay from Linköpings universitet/Institutionen för hälsa, medicin och vårdAbstract : Electronic health records (EHRs) are used in Sweden's healthcare systems to store patients' medical information. Patients in Sweden have the right to access and read their health records. Unfortunately, the language used in EHRs is very complex and presents a challenge for readers who lack medical knowledge. READ MORE
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3. Readability Assessment with Pre-Trained Transformer Models : An Investigation with Neural Linguistic Features
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Readability assessment (RA) is to assign a score or a grade to a given document, which measures the degree of difficulty to read the document. RA originated in language education studies and was used to classify reading materials for language learners. Later, RA was applied to many other applications, such as aiding automatic text simplification. READ MORE
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4. Text Simplification and Keyphrase Extraction for Swedish
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Attempts have been made in Sweden to increase readability for texts addressed to the public, and ongoing projects are still being conducted by disability associations, private companies and Swedish authorities. In this thesis project, we explore automatic approaches to increase readability trough text simplification and keyphrase extraction, with the goal of facilitating text comprehension and readability for people with reading difficulties. READ MORE
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5. Complex Word Identification for Swedish
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Complex Word Identification (CWI) is a task of identifying complex words in text data and it is often viewed as a subtask of Automatic Text Simplification (ATS) where the main task is making a complex text simpler. The ways in which a text should be simplified depend on the target readers such as second language learners or people with reading disabilities. READ MORE