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Assessing the impact of OCR noise on multilingual event detection over digitised documents
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In: ISSN: 1432-5012 ; EISSN: 1432-1300 ; International Journal on Digital Libraries ; https://hal.archives-ouvertes.fr/hal-03635985 ; International Journal on Digital Libraries, Springer Verlag, 2022, ⟨10.1007/s00799-022-00325-2⟩ (2022)
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Assessing the Impact of OCR Noise on Multilingual Event Detection over Digitised Documents ...
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Assessing the Impact of OCR Noise on Multilingual Event Detection over Digitised Documents ...
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Abstract:
Event detection (ED) is a crucial task for natural language processing (NLP) and it involves the identification of instances of speci ed types of events in text and their classi cation into event types. The detection of events from digitised documents could enable historians to gather and combine a large amount of information into an integrated whole, a panoramic interpretation of the past. However, the level of degradation of digitised documents and the quality of the optical character recognition (OCR) tools might hinder the performance of an event detection system. While several studies have been performed in detecting events from historical documents, the transcribed documents needed to be hand-validated which implied a great effort of human expertise and manual labor-intensive work. Thus, in this study, we explore the robustness of two different event detection language-independent models to OCR noise, over two datasets that cover different event types and multiple languages.We aim at analysing their ...
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URL: https://zenodo.org/record/6369941
https://dx.doi.org/10.5281/zenodo.6369941
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L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese Transformers
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In: WWW '21: Companion Proceedings of the Web Conference 2021 ; WWW '21: The Web Conference 2021 ; https://hal.sorbonne-universite.fr/hal-03256324 ; WWW '21: The Web Conference 2021, Apr 2021, Ljubljana (virtual), Slovenia. pp.302-306, ⟨10.1145/3442442.3451384⟩ (2021)
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Discovering Spatial Relations in Litterature: what is the influence of OCR noise ?
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In: NewsEye’s international conference ; https://hal.archives-ouvertes.fr/hal-03199729 ; NewsEye’s international conference, Mar 2021, Paris, France (2021)
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Multilingual Epidemic Event Extraction
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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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Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie
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In: COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference ; https://hal.archives-ouvertes.fr/hal-03320343 ; COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Apr 2021, Grenoble (virtuel), France (2021)
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« Exploiter un corpus de données textuelles sans post-traitement : l’écriture burlesque de la Fronde »
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In: ISSN: 2736-2337 ; Humanités numériques ; https://hal.archives-ouvertes.fr/hal-03500616 ; Humanités numériques, Bruxelles: Humanistica, 2021 (2021)
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Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie ...
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Impact Analysis of Document Digitization on Event Extraction ...
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Token-level Multilingual Epidemic Dataset for Event Extraction ...
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Impact Analysis of Document Digitization on Event Extraction ...
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Token-level Multilingual Epidemic Dataset for Event Extraction ...
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Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie ...
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Multilingual Epidemiological Text Classification: A Comparative Study ...
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Multilingual Epidemiological Text Classification: A Comparative Study ...
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SinNer@Clef-Hipe2020 : Sinful adaptation of SotA models for Named Entity Recognition in French and German
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In: CLEF 2020 Working Notes. Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum ; https://hal.inria.fr/hal-02984746 ; CLEF 2020 Working Notes. Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki / Virtual, Greece ; https://impresso.github.io/CLEF-HIPE-2020/ (2020)
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Daniel@FinTOC’2 Shared Task: Title Detection and Structure Extraction
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In: st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation @COLING’2020 ; 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation @COLING’2020 ; https://hal.archives-ouvertes.fr/hal-03024867 ; 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation @COLING’2020, Dec 2020, Barcelone, Spain (2020)
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