Anđelka Zečević
2024
On Simplification of Discharge Summaries in Serbian: Facing the Challenges
Anđelka Zečević
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Milica Ćulafić
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Stefan Stojković
Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024
The simplified information page (SIP) is a simplified discharge summary created to mitigate health risks caused by low medical comprehension. One of the most critical aspects of medical comprehension concerns interpreting medication instructions such as proper dosing, frequency, and duration. In our work, we examine the capacities of mainstream Large Language Models (LLMs) such as ChatGPT and Gemini to generate SIP-like medication-oriented pages based on the provided discharge summaries. We are sharing the initial qualitative assessments of our study based on a small collection of discharge summaries in Serbian, pointing to noticed inaccuracies, unfaithful content, and language quality. Hopefully, these findings might be helpful in addressing the multilingual perspective of patient-oriented language.
2016
How to Differentiate the Closely Related Standard Languages?
Duško Vitas
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Ljubomir Popović
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Cvetana Krstev
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Anđelka Zečević
Proceedings of the Second International Conference on Computational Linguistics in Bulgaria (CLIB 2016)
In this paper the adequacy of the SETimes corpus as a basis for the comparison of closely related languages that are used in countries that emerged after the breakup of Yugoslavia is discussed by comparing it with other corpora. It is shown that the phenomena observed in this corpus and used to illustrate differences most specifically between Serbian and Croatian are consistent neither with their standards nor with other sources. Thus, results obtained on the basis of the SETimes corpus are corpus-biased and have to be reconsidered. This proves that the size of a corpus and its composition used in a linguistic research are crucial for assessing the obtained results.
2011
N-gram Based Text Classification According To Authorship
Anđelka Zečević
Proceedings of the Second Student Research Workshop associated with RANLP 2011
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