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OPERAS-P Deliverable D6.4: Report on the innovative models of bibliodiversity in scholarly publications ...
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Response to BOAI steering committee concerning multilingualism in Gold OA publishing environment ...
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TRIPLE Deliverable: D3.2 Report on Co-Design of the Innovative and New Services ...
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Innovative models of bibliodiversity in scholarly publications ...
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Multilingual Epidemic Event Extraction ...
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Abstract:
In this paper, we focus on epidemic event extraction in multilingual and low-resource settings. The task of extracting epidemic events is defined as the detection of disease names and locations in a document. We experiment with a multilingual dataset comprising news articles from the medical domain with diverse morphological structures (Chinese, English, French, Greek, Polish, and Russian). We investigate various Transformer-based models, also adopting a two-stage strategy, first finding the documents that contain events and then performing event extraction. Our results show that error propagation to the downstream task was higher than expected. We also perform an in-depth analysis of the results, concluding that different entity characteristics can influence the performance. Moreover, we perform several preliminary experiments for the low-resourced languages present in the dataset using the mean teacher semi-supervised technique. Our findings show the potential of pre-trained language models benefiting from ...
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Keyword:
Epidemiological surveillance, Multilingualism, Semi-supervised learning
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URL: https://dx.doi.org/10.5281/zenodo.5779966 https://zenodo.org/record/5779966
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Future of Scholarly Communication . Forging an inclusive and innovative research infrastructure for scholarly communication in Social Sciences and Humanities ...
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Does Native Multilingualism Lead to Enhanced Executive Functioning in Adulthood? - A Study Examining Inhibitory Control (Stroop Effect) in University Students ...
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Survey on Speech-and-Language Therapists' attitudes and approaches towards multilingualism across four European countries ...
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Response to BOAI steering committee concerning multilingualism in Gold OA publishing environment ...
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Usability ratings on the MuLiMi platform expressed by Participants ...
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OPERAS-P Deliverable D6.4: Report on the innovative models of bibliodiversity in scholarly publications ...
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Mehrsprachigkeit und unterrichtsideen fürsprachkontrastives arbeiten ...
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Disrupting Digital Monolingualism: A report on multilingualism in digital theory and practice ...
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Theravada Literature After "Roads Taken and Not Taken": Reflections on Recent Textual Studies ...
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Digital Publishing with Minimal Computing (UMD-USAL, 2020): nuestra experiencia como estudiantes ...
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