Sökning: "Lexical Simplification"

Visar resultat 1 - 5 av 9 uppsatser innehållade orden Lexical Simplification.

1. 1. Context-aware Swedish Lexical Simplification : Using pre-trained language models to propose contextually fitting synonyms

   Kandidat-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Emil Graichen; [2023]
   Nyckelord :automatic text simplification; lexical simplification; Swedish; BERT; GPT-3; evaluation dataset; synonymy;

   Sammanfattning : 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. LÄS MER

3. 2. Exploring Automatic Synonym Generation for Lexical Simplification of Swedish Electronic Health Records

   Master-uppsats, Linköpings universitet/Institutionen för hälsa, medicin och vård

   Författare :Anna Jänich; [2023]
   Nyckelord :Lexical Simplification; EHR; Electronic Health Records; Swedish EHRs; patient records; complex medical terminology; synonym generation; synonym replacement; Word2Vec; BERT; NLP; ML;

   Sammanfattning : 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. LÄS MER

4. 3. Readability Assessment with Pre-Trained Transformer Models : An Investigation with Neural Linguistic Features

   Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

   Författare :Chuchu Ma; [2022]
   Nyckelord :Readability Assessment; Pre-trained Transformer Models; Neural Linguistic Features;

   Sammanfattning : 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. LÄS MER

5. 4. Text Simplification and Keyphrase Extraction for Swedish

   Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

   Författare :Ellinor Lindqvist; [2019]
   Nyckelord :text simplification; keyword extraction; Swedish; monolingual translation; synonym replacement; user evaluation; readability; LIX; OVIX; NR;

   Sammanfattning : 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. LÄS MER

7. 5. Complex Word Identification for Swedish

   Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

   Författare :Greta Smolenska; [2018]
   Nyckelord :complex word identification; lexical complexity; natural language processing; automatic text simplification;

   Sammanfattning : 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. LÄS MER