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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 – 11 of 11 1 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 De Toni, Francesco; Akiki, Christopher; de la Rosa, Javier; Fourrier, Clémentine; Manjavacas, Enrique; Schweter, Stefan; van Strien, Daniel In: Proceedings of the International Workshop on Challenges & Perspectives in Creating Large Language Models 2022 (BigScience 2022) ; https://hal.inria.fr/hal-03639144 ; Proceedings of the International Workshop on Challenges & Perspectives in Creating Large Language Models 2022 (BigScience 2022), May 2022, Dublin, France (2022) Abstract: International audience ; In this work, we explore whether the recently demonstrated zero-shot abilities of the T0 model extend to Named Entity Recognition for out-of-distribution languages and time periods. Using a historical newspaper corpus in 3 languages as test-bed, we use prompts to extract possible named entities. Our results show that a naive approach for prompt-based zero-shot multilingual Named Entity Recognition is error-prone, but highlights the potential of such an approach for historical languages lacking labeled datasets. Moreover, we also find that T0-like models can be probed to predict the publication date and language of a document, which could be very relevant for the study of historical texts. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics URL: https://hal.inria.fr/hal-03639144 BASE Hide details 2 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ... De Toni, Francesco; Akiki, Christopher; de la Rosa, Javier. - : arXiv, 2022 BASE Show details 3 Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research Manjavacas, Enrique; Mellerin, Laurence; Kestemont, Mike In: Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature ; LaTeCH-CLfL 2021 ; https://halshs.archives-ouvertes.fr/halshs-03636967 ; LaTeCH-CLfL 2021, 2021, Punta Cana, Dominican Republic. ⟨10.18653/v1/2021.latechclfl-1.4⟩ ; https://aclanthology.org/2021.latechclfl-1.4 (2021) BASE Show details 4 Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Manjavacas, Enrique. - : Underline Science Inc., 2021 BASE Show details 5 More Data and New Tools. Advances in Parsing the Index Thomisticus Treebank Federica, Gamba; Passarotti, Marco Carlo (orcid:0000-0002-9806-7187); Paolo, Ruffolo. - : CEUR Workshop Proceedings (CEUR-WS.org), 2021. : country:NLD, 2021. : place:AMSTERDAM -- NLD, 2021 BASE Show details 6 Supplementary Materials of "Classifying Evolutionary Forces in Language Change Using Neural Networks" ... Karsdorp, Folgert; Manjavacas, Enrique; Fonteyn, Lauren. - : Zenodo, 2020 BASE Show details 7 Supplementary Materials of "Classifying Evolutionary Forces in Language Change Using Neural Networks" ... Karsdorp, Folgert; Manjavacas, Enrique; Fonteyn, Lauren. - : Zenodo, 2020 BASE Show details 8 Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection Bevendorff, Janek; Ghanem, Bilal Hisham Hasan; Giachanou, Anastasia. - : Springer, 2020 BASE Show details 9 On the Feasibility of Automated Detection of Allusive Text Reuse ... Manjavacas, Enrique; Long, Brian; Kestemont, Mike. - : arXiv, 2019 BASE Show details 10 Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-domain Authorship Attribution and Style Change Detection Daelemans, Walter; Kestemont, Mike; Manjavacas, Enrique. - : Springer-Verlag, 2019 BASE Show details 11 Mapping Urban Multilingualism through Twitter ... Manjavacas, Enrique. - : Unpublished, 2016 BASE Show details

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