Papers by Laura Seiffe
From Witch’s Shot to Music Making Bones - Resources for Medical Laymen to Technical Language and Vice Versa (2020.lrec-1)
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| Challenge: | Information we share online unveils directly or indirectly information about our lifestyle and health situation. |
| Approach: | They propose a dataset which annotates medical laymen and technical expressions in a patient forum and a set of medical synonyms and definitions. |
| Outcome: | The proposed dataset annotates medical laymen and technical expressions in a patient forum along with a set of medical synonyms and definitions. |
Subjective Text Complexity Assessment for German (2022.lrec-1)
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| Challenge: | Often, readability is defined as how easily a written text is to read. |
| Approach: | They propose to use a corpus of sentences provided by a German IT service provider to assess the readability of German text. |
| Outcome: | The proposed model can predict complexity of German text by using linguistically motivated features. |
An Annotated Corpus of Textual Explanations for Clinical Decision Support (2022.lrec-1)
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Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja
| Challenge: | In recent years, machine learning for clinical decision support has gained more and more attention. |
| Approach: | They propose to use XAI to provide an explanation of a model's decision making process by constructing a corpus of sentences that are annotated with different semantic layers. |
| Outcome: | The proposed models outperform physicians on very specific, narrow tasks or can help physicians to work more efficiently. |