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Hafsteinn Einarsson

3 accepted papers

2024

Applications of BERT Models Towards Automation of Clinical Coding in Icelandic

NAACL 2024findings

This study explores the potential of automating clinical coding in Icelandic, a language with limited digital resources, by leveraging over 25 years of electronic health records (EHR) from the Landspitali University Hospital. Traditionally a manual and error-prone task, clinical coding is essential…

2024

Gendered Grammar or Ingrained Bias? Exploring Gender Bias in Icelandic Language Models

COLING 2024main

Large language models, trained on vast datasets, exhibit increased output quality in proportion to the amount of data that is used to train them. This data-driven learning process has brought forth a pressing issue where these models may not only reflect but also amplify gender bias, racism, religio…

Cited by 3SourcePDFScholar
2024

Good or Bad News? Exploring GPT-4 for Sentiment Analysis for Faroese on a Public News Corpora

COLING 2024main

Sentiment analysis in low-resource languages presents unique challenges that Large Language Models may help address. This study explores the efficacy of GPT-4 for sentiment analysis on Faroese news texts, an uncharted task for this language. On the basis of guidelines presented, the sentiment analys…

Cited by 3SourcePDFScholar