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Hits 1 – 7 of 7
1
Multilingual Epidemic Event Extraction
Mutuvi, Stephen
;
Boros, Emanuela
;
Doucet, Antoine
...
In: Towards Open and Trustworthy Digital Societies. 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Virtual Event, December 1–3, 2021, Proceedings ; https://hal.archives-ouvertes.fr/hal-03480551 ; Hao-Ren Ke; Chei Sian Lee; Kazunari Sugiyama. Towards Open and Trustworthy Digital Societies. 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Virtual Event, December 1–3, 2021, Proceedings, 13133, Springer, pp.139-156, 2021, Lecture Notes in Computer Science, 978-3-030-91668-8. ⟨10.1007/978-3-030-91669-5_12⟩ (2021)
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2
Multilingual Epidemic Event Extraction ...
Mutuvi, Stephen
;
Boros, Emanuela
;
Doucet, Antoine
. - : Zenodo, 2021
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3
Impact Analysis of Document Digitization on Event Extraction ...
Nguyen, Nhu Khoa
;
Boroş, Emanuela
;
Lejeune, Gaël
. - : Zenodo, 2021
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4
Token-level Multilingual Epidemic Dataset for Event Extraction ...
Mutuvi, Stephen
;
Boros, Emanuela
;
Doucet, Antoine
. - : Zenodo, 2021
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5
Impact Analysis of Document Digitization on Event Extraction ...
Nguyen, Nhu Khoa
;
Boroş, Emanuela
;
Lejeune, Gaël
. - : Zenodo, 2021
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6
Token-level Multilingual Epidemic Dataset for Event Extraction ...
Mutuvi, Stephen
;
Boros, Emanuela
;
Doucet, Antoine
;
Lejeune, Gaël
;
Jatowt, Adam
;
Odeo, Moses
. - : Zenodo, 2021
Abstract:
In this paper, we present a dataset and a baseline evaluation for multilingual epidemic event extraction. We experiment with a multilingual news dataset which we annotate at the token level, a common tagging scheme utilized in event extraction systems. We approach the task of extracting epidemic events by first detecting the relevant documents from a large collection of news reports. Then, event extraction (disease names and locations) is performed on the detected relevant documents. Preliminary experiments with the entire dataset and with ground-truth relevant documents showed promising results, while also establishing a stronger baseline for epidemiological event extraction. Dataset In addition to the paper, you may also be interested in the datasets. ...
Keyword:
Epidemiological Surveillance, Multilingualism, Sequence Labeling.
URL:
https://zenodo.org/record/5780019
https://dx.doi.org/10.5281/zenodo.5780019
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7
Multilingual Epidemic Event Extraction ...
Mutuvi, Stephen
;
Boros, Emanuela
;
Doucet, Antoine
. - : Zenodo, 2021
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