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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 Hits 21 – 40 of 45 21 A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers ... Hamdi, Ahmed; Linhares Pontes, Elvys; Boros, Emanuela. - : Zenodo, 2021 BASE Show details 22 Impact Analysis of Document Digitization on Event Extraction ... Nguyen, Nhu Khoa; Boroş, Emanuela; Lejeune, Gaël. - : Zenodo, 2021 BASE Show details 23 Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers ... Hamdi, Ahmed; Elvys Linhares Pontes; Boros, Emanuela. - : Zenodo, 2021 BASE Show details 24 Token-level Multilingual Epidemic Dataset for Event Extraction ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2021 BASE Show details 25 Impact Analysis of Document Digitization on Event Extraction ... Nguyen, Nhu Khoa; Boroş, Emanuela; Lejeune, Gaël. - : Zenodo, 2021 BASE Show details 26 Token-level Multilingual Epidemic Dataset for Event Extraction ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2021 BASE Show details 27 Multilingual Epidemic Event Extraction ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine; Lejeune, Gaël; Jatowt, Adam; Odeo, Moses. - : Zenodo, 2021 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 ... Keyword: Epidemiological surveillance, Multilingualism, Semi-supervised learning URL: https://dx.doi.org/10.5281/zenodo.5779965 https://zenodo.org/record/5779965 BASE Hide details 28 A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers ... Hamdi, Ahmed; Linhares Pontes, Elvys; Boros, Emanuela. - : Zenodo, 2021 BASE Show details 29 Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2021 BASE Show details 30 Multilingual Epidemiological Text Classification: A Comparative Study ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2021 BASE Show details 31 Multilingual Epidemiological Text Classification: A Comparative Study ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2021 BASE Show details 32 Multilingual Epidemiological Text Classification: A Comparative Study Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine... In: Proceedings of the 28th International Conference on Computational Linguistics ; COLING, International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03089807 ; COLING, International Conference on Computational Linguistics, Dec 2020, Barcelone, Spain. pp.6172-6183, ⟨10.18653/v1/2020.coling-main.543⟩ (2020) BASE Show details 33 Entity Linking for Historical Documents: Challenges and Solutions Pontes, Elvys Linhares; Cabrera-Diego, Luis Adrián; Moreno, José G.... In: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020 ; https://hal.archives-ouvertes.fr/hal-03034492 ; 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, 12504, Springer, pp.215-231, 2020, Lecture Notes in Computer Science, 978-3-030-64452-9. ⟨10.1007/978-3-030-64452-9_19⟩ (2020) BASE Show details 34 Robust Named Entity Recognition and Linking on Historical Multilingual Documents Boros, Emanuela; Linhares Pontes, Elvys; Cabrera-Diego, Luis Adrián... In: Conference and Labs of the Evaluation Forum (CLEF 2020) ; https://hal.archives-ouvertes.fr/hal-03026969 ; Conference and Labs of the Evaluation Forum (CLEF 2020), Sep 2020, Thessaloniki, Greece. pp.1-17, ⟨10.5281/zenodo.4068074⟩ ; http://ceur-ws.org/Vol-2696/paper_171.pdf (2020) BASE Show details 35 Multilingual Epidemiological Text Classification: A Comparative Study ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2020 BASE Show details 36 Multilingual Epidemiological Text Classification: A Comparative Study ... Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine. - : Zenodo, 2020 BASE Show details 37 Impact Analysis of Document Digitization on Event Extraction ... Nguyen, Nhu Khoa; Boroş, Emanuela; Lejeune, Gaël. - : Zenodo, 2020 BASE Show details 38 Impact Analysis of Document Digitization on Event Extraction ... Nguyen, Nhu Khoa; Boroş, Emanuela; Lejeune, Gaël. - : Zenodo, 2020 BASE Show details 39 Robust Named Entity Recognition and Linking on Historical Multilingual Documents ... Boros, Emanuela; Linhares Pontes, Elvys; Cabrera-Diego, Luis Adrián. - : Zenodo, 2020 BASE Show details 40 Robust Named Entity Recognition and Linking on Historical Multilingual Documents ... Boros, Emanuela; Linhares Pontes, Elvys; Cabrera-Diego, Luis Adrián. - : Zenodo, 2020 BASE Show details Page: 1 2 3

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