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Automated construction of a French Entity Linking dataset to geolocate social network posts in the context of natural disasters
In: ISCRAM ; https://hal.archives-ouvertes.fr/hal-03631387 ; ISCRAM, May 2022, Tarbes, France (2022)
Abstract: International audience ; During natural disasters, automatic information extraction from Twitter posts is a valuable way to get a better overview of the field situation. This information has to be geolocated to support effective actions, but for the vast majority of tweets, spatial information has to be extracted from texts content. Despite the remarkable advances of the Natural Language Processing field, this task is still challenging for current state-of-the-art models because they are not necessarily trained on Twitter data and because high quality annotated data are still lacking for low resources languages. This research in progress address this gap describing an analytic pipeline able to automatically extract geolocatable entities from texts and to annotate them by aligning them with the entities present in Wikipedia/Wikidata resources. We present a new dataset for Entity Linking on French texts as preliminary results, and discuss research perspectives for enhancements over current state-of-the-art modeling for this task.
Keyword: [INFO]Computer Science [cs]; Automated geotagging; Crisis Management; French Entity Linking; Natural Disaster; Twitter; Wikipedia
URL: https://hal.archives-ouvertes.fr/hal-03631387
https://hal.archives-ouvertes.fr/hal-03631387/document
https://hal.archives-ouvertes.fr/hal-03631387/file/ISCRAM_2022%20%281%29.pdf
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2
Dual mechanisms of cognitive control in bilinguals and monolinguals: A replication ...
Chan, Ryan. - : Open Science Framework, 2022
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3
Corpus of Political Speeches: Policy responses to the Great Recession in the United Kingdom and Spain (2008-2014) ...
Piquer Martinez, Jose. - : Apollo - University of Cambridge Repository, 2022
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4
Adaptation changes in the system of financial and economic security of Ukrainian business in a pandemic condition ...
USHENKO, N.V.; KOSTIKOVA, K.O.. - : Zenodo, 2022
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Adaptation changes in the system of financial and economic security of Ukrainian business in a pandemic condition ...
USHENKO, N.V.; KOSTIKOVA, K.O.. - : Zenodo, 2022
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6
Exploring the Effects of Linguistic Elements of Social Media Corporate Apologies on Consumer Responses
In: Association of Marketing Theory and Practice Proceedings 2022 (2022)
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7
The Role of Media and Communication in Reducing Uncertainty During the Syria War
In: Media and Communication ; 9 ; 4 ; 297-308 ; Ten Years after the Arab Uprisings: Beyond Media and Liberation (2022)
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8
Semiótica de la actualidad y semióticas actuales ; Semiotic of current affairs and current semiotics
Linares Ales, Francisco. - : Universidad Nacional de Educación a Distancia, 2022
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9
Hashtags in the Spanish institutional discourse about Covid-19 on Twitter ; Los «hashtags» en el discurso institucional español sobre la Covid-19 en Twitter
In: Journal of Linguistic Research; Vol. 24 (2021): El discurso político en las redes sociales; 47-71 ; Revista de Investigación Lingüística; Vol. 24 (2021): El discurso político en las redes sociales; 47-71 ; 1989-4554 ; 1139-1146 (2022)
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10
The Jordanian translator in the era of COVID-19 pandemic: Challenges and perspectives
In: Translation and Interpreting : the International Journal of Translation and Interpreting Research, Vol 14, Iss 1, Pp 142-159 (2022) (2022)
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11
What Can Text Mining Tell Us About Lithium‐Ion Battery Researchers’ Habits?
In: EISSN: 2566-6223 ; Batteries & Supercaps ; https://hal.sorbonne-universite.fr/hal-03163309 ; Batteries & Supercaps, Wiley, 2021, ⟨10.1002/batt.202000288⟩ (2021)
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12
Improving Learners’ Assessment and Evaluation in Crisis Management Serious Games: an Emotion-based Educational Data Mining Approach
In: ISSN: 1875-9521 ; Entertainment Computing ; https://hal.archives-ouvertes.fr/hal-03203938 ; Entertainment Computing, Elsevier, 2021, pp.100428. ⟨10.1016/j.entcom.2021.100428⟩ (2021)
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13
Perception of medical education by learners and teachers during the COVID-19 pandemic: a cross-sectional survey of online teaching
In: ISSN: 1087-2981 ; Medical Education Online ; https://hal.inrae.fr/hal-03329784 ; Medical Education Online, Co-Action Publishing, 2021, 26 (1), pp.1919042. ⟨10.1080/10872981.2021.1919042⟩ (2021)
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14
A Crisis of Globalization: A Review Essay
In: The Journal of International Relations, Peace Studies, and Development (2021)
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15
Sylvain Bemba, journalist and writer of the dream of a liberated Africa ; Sylvain Bemba, journaliste et écrivain du rêve d'une Afrique libérée
Yro, Stéphane Monhenou Flavien. - : HAL CCSD, 2021
In: https://tel.archives-ouvertes.fr/tel-03338719 ; Linguistique. Université de Limoges, 2021. Français. ⟨NNT : 2021LIMO0042⟩ (2021)
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Refugee Mothers’ Mental Health and Social Support Needs: A Systematic Review of Interventions for Refugee Mothers ...
Abi Zeid Daou, Kim Roger. - : PsychArchives, 2021
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Utajená kontinuita ... : Jan Mukařovský a rekonceptualizace českého divadla po roce 1989 ...
Kunderová, Radka. - : Freie Universität Berlin, 2021
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18
United Nations Disaster Risk Reductions Terminology - parallel texts in English (source text) and Kono, Krio, Limba, Mende, Themne (target texts) ...
Pious Mannah. - : Zenodo, 2021
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United Nations Disaster Risk Reductions Terminology - parallel texts in English (source text) and Kono, Krio, Limba, Mende, Themne (target texts) ...
Pious Mannah. - : Zenodo, 2021
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CHINA: TRANSITION TO "ADVANCED MODERNIZATION" IN THE CONDITIONS OF DE-GLOBALIZATION ... : ҚЫТАЙ: ЖАҺАНДАНДЫРУ ЖАҒДАЙЫНДА "ОЗЫҚ МОДЕРНИЗАЦИЯҒА" КӨШУ ...
Karaeva, D.; Kagazbaeva, E.M.. - : АО «КазУМОиМЯ им.Абылай хана», 2021
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