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Found 2 essays matching the above criteria.

1. 1. Controllable sentence simplification in Swedish : Automatic simplification of sentences using control prefixes and mined Swedish paraphrases

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Julius Monsen; [2023]
   Keywords : NLP; automatic text simplification; paraphrase mining; prefix-tuning; control prefixes; BART;

   Abstract : The ability to read and comprehend text is essential in everyday life. Some people, including individuals with dyslexia and cognitive disabilities, may experience difficulties with this. Thus, it is important to make textual information accessible to diverse target audiences. READ MORE

3. 2. Building high-quality datasets for abstractive text summarization : A filtering‐based method applied on Swedish news articles

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Julius Monsen; [2021]
   Keywords : NLP; abstractive text summarization; dataset quality; encoder-decoder model; BERT;

   Abstract : With an increasing amount of information on the internet, automatic text summarization could potentially make content more readily available for a larger variety of people. Training and evaluating text summarization models require datasets of sufficient size and quality. READ MORE