Search Results for author: Marina Santini

Found 6 papers, 0 papers with code

Comparing the Performance of Feature Representations for the Categorization of the Easy-to-Read Variety vs Standard Language

no code implementations WS (NoDaLiDa) 2019 Marina Santini, Benjamin Danielsson, Arne Jönsson

We explore the effectiveness of four feature representations – bag-of-words, word embeddings, principal components and autoencoders – for the binary categorization of the easy-to-read variety vs standard language.

Word Embeddings

The Swedish Simplification Toolkit: – Designed with Target Audiences in Mind

no code implementations READI (LREC) 2022 Evelina Rennes, Marina Santini, Arne Jonsson

The toolkit allows user to selectively decide the types of simplification that meet the specific needs of the target audience they belong to.

Text Simplification

Evaluating Pre-Trained Language Models for Focused Terminology Extraction from Swedish Medical Records

no code implementations TERM (LREC) 2022 Oskar Jerdhaf, Marina Santini, Peter Lundberg, Tomas Bjerner, Yosef Al-Abasse, Arne Jonsson, Thomas Vakili

In the experiments briefly presented in this abstract, we compare the performance of a generalist Swedish pre-trained language model with a domain-specific Swedish pre-trained model on the downstream task of focussed terminology extraction of implant terms, which are terms that indicate the presence of implants in the body of patients.

Language Modelling

Classifying Implant-Bearing Patients via their Medical Histories: a Pre-Study on Swedish EMRs with Semi-Supervised GanBERT

no code implementations LREC 2022 Benjamin Danielsson, Marina Santini, Peter Lundberg, Yosef Al-Abasse, Arne Jonsson, Emma Eneling, Magnus Stridsman

In this paper, we compare the performance of two BERT-based text classifiers whose task is to classify patients (more precisely, their medical histories) as having or not having implant(s) in their body.

Visualizing Facets of Text Complexity across Registers

no code implementations LREC 2020 Marina Santini, Arne Jonsson, Evelina Rennes

In this paper, we propose visualizing results of a corpus-based study on text complexity using radar charts.

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