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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Search Hits 1 – 15 of 15 1 Introducing the HIPE 2022 Shared Task: Named Entity Recognition and Linking in Multilingual Historical Documents Ehrmann, Maud; Romanello, Matteo; Doucet, Antoine... In: Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II ; https://hal.archives-ouvertes.fr/hal-03635971 ; Matthias Hagen; Suzan Verberne; Craig Macdonald; Christin Seifert; Krisztian Balog; Kjetil Nørvåg; Vinay Setty. Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II, 13186, Springer International Publishing, pp.347-354, 2022, Lecture Notes in Computer Science, 978-3-030-99738-0. ⟨10.1007/978-3-030-99739-7_44⟩ (2022) BASE Show details 2 État de l'art du changement sémantique à partir de plongements contextualisés Montariol, Syrielle; Doucet, Antoine; Allauzen, Alexandre In: COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference ; https://hal.archives-ouvertes.fr/hal-03320337 ; COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Apr 2021, Grenoble (virtuel), France (2021) BASE Show details 3 Atténuer les erreurs de numérisation dans la reconnaissance d'entités nommées pour les documents historiques Boros, Emanuela; Hamdi, Ahmed; Linhares Pontes, Elvys... In: Conférence en Recherche d'Informations et Applications (CORIA 2021) ; https://hal.archives-ouvertes.fr/hal-03320332 ; Conférence en Recherche d'Informations et Applications (CORIA 2021), ARIA : Association Francophone de Recherche d’Information (RI) et Applications, Apr 2021, Grenoble (virtuel), France. pp.1 - 7 ; http://coria.asso-aria.org/2021/articles/mini_24/main.pdf (2021) BASE Show details 4 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) BASE Show details 5 Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie Mutuvi, Stephen; Boros, Emanuela; Doucet, Antoine... 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) BASE Show details 6 A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers Hamdi, Ahmed; Linhares Pontes, Elvys; Boros, Emanuela... In: SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval ; https://hal.archives-ouvertes.fr/hal-03418387 ; SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2021, Virtual Event, Canada. pp.2328-2334, ⟨10.1145/3404835.3463255⟩ (2021) BASE Show details 7 Dataset for Temporal Analysis of English-French Cognates Frossard, Esteban; Coustaty, Mickael; Doucet, Antoine... In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; 12th Conference on Language Resources and Evaluation (LREC 2020) ; https://hal.archives-ouvertes.fr/hal-03026957 ; 12th Conference on Language Resources and Evaluation (LREC 2020), May 2020, Marseille, France. pp.855-859, ⟨10.5281/zenodo.3693650⟩ (2020) BASE Show details 8 A Dataset for Multi-lingual Epidemiological Event Extraction Mutuvi, Stephen; Doucet, Antoine; Lejeune, Gaël... In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; https://hal.archives-ouvertes.fr/hal-02732848 ; Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), May 2020, Marseille, France. pp.4139-4144 (2020) BASE Show details 9 Impact Analysis of Document Digitization on Event Extraction Nguyen, Nhu Khoa; Boroş, Emanuela; Lejeune, Gaël... In: CEUR Workshop Proceedings ; 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020) ; https://hal.archives-ouvertes.fr/hal-03026148 ; 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), Nov 2020, Virtual, Italy. pp.17-28 ; http://sag.art.uniroma2.it/NL4AI/ (2020) BASE Show details 10 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 11 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 12 Linking Named Entities across Languages using Multilingual Word Embeddings Linhares Pontes, Elvys; Moreno, José G.; Doucet, Antoine In: JCDL '20: The ACM/IEEE Joint Conference on Digital Libraries in 2020 ; ACM/IEEE Joint Conference on Digital Libraries - JCDL 2020 ; https://hal.archives-ouvertes.fr/hal-03026933 ; ACM/IEEE Joint Conference on Digital Libraries - JCDL 2020, Aug 2020, Wuhan, Hubei - Virtual event, China. pp.329-332, ⟨10.1145/3383583.3398597⟩ ; https://dl.acm.org/doi/10.1145/3383583.3398597 (2020) BASE Show details 13 Evaluating the Impact of OCR Errors on Topic Modeling Mutuvi, Stephen; Doucet, Antoine; Odeo, Moses; Jatowt, Adam In: Maturity and Innovation in Digital Libraries. 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Hamilton, New Zealand, November 19-22, 2018, Proceedings ; https://hal.archives-ouvertes.fr/hal-03025563 ; Maturity and Innovation in Digital Libraries. 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Hamilton, New Zealand, November 19-22, 2018, Proceedings, pp.3 - 14, 2018, ⟨10.1007/978-3-030-04257-8_1⟩ (2018) Abstract: International audience ; Historical documents pose a challenge for character recognition due to various reasons such as font disparities across different materials, lack of orthographic standards where same words are spelled differently, material quality and unavailability of lexicons of known historical spelling variants. As a result, optical character recognition (OCR) of those documents often yield unsatisfactory OCR accuracy and render digital material only partially discoverable and the data they hold difficult to process. In this paper, we explore the impact of OCR errors on the identification of topics from a corpus comprising text from historical OCRed documents. Based on experiments performed on OCR text corpora, we observe that OCR noise negatively impacts the stability and coherence of topics generated by topic modeling algorithms and we quantify the strength of this impact. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-DL]Computer Science [cs]/Digital Libraries [cs.DL]; [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Text mining Topic stability; Topic coherence; Topic modeling URL: https://doi.org/10.1007/978-3-030-04257-8_1 https://hal.archives-ouvertes.fr/hal-03025563/document https://hal.archives-ouvertes.fr/hal-03025563/file/Mutuvi2018_Chapter_EvaluatingTheImpactOfOCRErrors%281%29.pdf https://hal.archives-ouvertes.fr/hal-03025563 BASE Hide details 14 Every Word has its History: Interactive Exploration and Visualization of Word Sense Evolution Jatowt, Adam; Campos, Ricardo; Bhowmick, Sourav,... In: The 27th ACM International Conference on Information and Knowledge Management (CIKM '18) ; https://hal.archives-ouvertes.fr/hal-03025580 ; The 27th ACM International Conference on Information and Knowledge Management (CIKM '18), Oct 2018, Torino, Italy. pp.1899-1902, ⟨10.1145/3269206.3269218⟩ ; https://www.cikm2018.units.it/ (2018) BASE Show details 15 Neural Networks for Multi-Word Expression Detection Klyueva, Natalia; Doucet, Antoine; Straka, Milan In: Proceedings of the 13th Workshop on Multiword Expressions (MWE 2017) ; https://hal.archives-ouvertes.fr/hal-03025446 ; Proceedings of the 13th Workshop on Multiword Expressions (MWE 2017), Apr 2017, Valencia, Spain. pp.60-65, ⟨10.18653/v1/W17-1707⟩ (2017) BASE Show details

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