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Preprint Citation Praxis in PLOS
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In: ISSN: 0138-9130 ; EISSN: 1588-2861 ; Scientometrics ; https://hal.archives-ouvertes.fr/hal-03506094 ; In press (2022)
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Indirectly Named Entity Recognition ; Reconnaissance d'entités indirectement nommées
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In: ISSN: 2530-9455 ; Journal of Computer-Assisted Linguistic Research (JCLR) ; https://hal.archives-ouvertes.fr/hal-03476411 ; Journal of Computer-Assisted Linguistic Research (JCLR), Universitat Politècnica de València, 2021, 5 (1), pp.27-46. ⟨10.4995/JCLR.2021.15922⟩ ; https://polipapers.upv.es/index.php/jclr/index (2021)
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The Place of Preprint Citations in the IMRaD Structure: a Study of PLOS Journals
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In: 18th International Society for Informetrics and Scientometrics ; https://hal.archives-ouvertes.fr/hal-03506093 ; 18th International Society for Informetrics and Scientometrics, Jul 2021, Leuven, Belgium ; https://issi2021.org/ (2021)
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Identification et gestion des données personnelles dans les textes ; Identification et gestion des données personnelles dans les textes: modèle sémantique et applications
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In: CiDE.22 : 22éme édition du Colloque International sur le Document Electronique Données Documents Connaissances : Perspectives de recherche et d’enseignement ; https://hal.archives-ouvertes.fr/hal-03506075 ; CiDE.22 : 22éme édition du Colloque International sur le Document Electronique Données Documents Connaissances : Perspectives de recherche et d’enseignement, Dec 2021, Paris, France (2021)
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Data Papers et dissémination des données de la recherche : quelles pratiques en SHS ?
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In: Colloque DHNord2021 : Publier, partager, réutiliser les données de la recherche : les data papers et leurs enjeux ; https://hal.archives-ouvertes.fr/hal-03506077 ; Colloque DHNord2021 : Publier, partager, réutiliser les données de la recherche : les data papers et leurs enjeux, Nov 2021, virtuelle, France (2021)
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Categorising Scientific Uncertainty in Papers
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In: SciNLP 2021, 8 October 2021, 2nd Workshop on Natural Language Processing for Scientific Text ; https://hal.archives-ouvertes.fr/hal-03476393 ; SciNLP 2021, 8 October 2021, 2nd Workshop on Natural Language Processing for Scientific Text, Oct 2021, Irvine, United States. https://scinlp.org, 2021 ; https://scinlp.org (2021)
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Logical Layout Analysis Applied to Historical Newspapers
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In: https://hal.archives-ouvertes.fr/hal-03468972 ; 2021 (2021)
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Enjeux de l’étude des contextes citationnels dans le cadre des études bibliométriques : contextes de citation et blocs citationnels
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In: 22e Colloque international sur le Document Électronique ; https://hal.archives-ouvertes.fr/hal-03506089 ; 22e Colloque international sur le Document Électronique, Dec 2021, Paris, France ; http://europia.org/cide22/programme/ (2021)
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Indirectly Named Entity Recognition
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Abstract:
[EN] We define here indirectly named entities, as a term to denote multiword expressions referring to known named entities by means of periphrasis. While named entity recognition is a classical task in natural language processing, little attention has been paid to indirectly named entities and their treatment. In this paper, we try to address this gap, describing issues related to the detection and understanding of indirectly named entities in texts. We introduce a proof of concept for retrieving both lexicalised and non-lexicalised indirectly named entities in French texts. We also show example cases where this proof of concept is applied, and discuss future perspectives. We have initiated the creation of a first lexicon of 712 indirectly named entity entries that is available for future research. ; This research has been funded by the FEDER (Fonds européen de développement régional) and selected by the French-Swiss programme Interreg V. We would like to thank Claire Wuillemin for her preliminary work in the DecRIPT project about the State-of-the-Art in NER and SER in 2020. We would also like to thank for their advice Gilles Falquet, Luka Nerima, Eric Wehrli and Jean-Philippe Goldman at the University of Geneva. ; Kauffmann, A.; Rey, F.; Atanassova, I.; Gaudinat, A.; Greenfield, P.; Madinier, H.; Cardey, S. (2021). Indirectly Named Entity Recognition. Journal of Computer-Assisted Linguistic Research. 5(1):27-46. https://doi.org/10.4995/jclr.2021.15922 ; OJS ; 27 ; 46 ; 5 ; 1 ; Abney, Steven. 1987. "The English Noun Phrase in its Sentential Aspect." PhD diss., Massachusetts Institute of Technology. ; Alsharaf, H., S. Cardey, P. Greenfield, D. Limame, and I. Skouratov. 2003. "Fixedness, the complexity and fragility of the phenomenon: some solutions for natural language processing." In Proceedings of ICL17. Prague, Czech Republic: Matfyzpress. ; Ananthanarayanan, Rema, Vijil Chenthamarakshan, Prasad M Deshpande, and Raghuram Krishnapuram. 2008. "Rule Based Synonyms for Entity Extraction from Noisy Text." In Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data AND '08, 31-38. Singapore: Association for Computing Machinery. https://doi.org/10.1145/1390749.1390756 ; Bachellier, Jean-Louis. 1972. "Sur-Nom." Le texte: de la théorie à la recherche, no. 19: 69-92. doi :10.3406/comm.1972.1283. https://doi.org/10.3406/comm.1972.1283 ; Baldwin, Timothy, and Su Nam Kim. 2013. "Multiword Expressions." In Handbook of Natural Language Processing, Second Edition, edited by Nitin Indurkhya and Fred J. Damerau, 267-292. Boca Raton, USA: CRCPress. ; Bohn, C., and Kjeti Nørvag. 2010. "Extracting Named Entities and Synonyms from Wikipedia." In Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 1300-1307. https://doi.org/10.1109/AINA.2010.50 ; Cai, Desheng, and Gongqing Wu. 2019. "Content-aware attributed entity embedding for synonymous named entity discovery." Neurocomputing 329: 237-247. https://doi.org/10.1016/j.neucom.2018.10.055 ; Chakrabarti, K., S. Chaudhuri, T. Cheng, and Dong Xin. 2012. "A framework for robust discovery of entity synonyms." In Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1384-1392, Beijing, China: Association for Computing Machinery. https://doi.org/10.1145/2339530.2339743 ; Charton, Eric, Michel Gagnon, and Benoit Ozell. 2011. "Génération automatique de motifs de détection d'entités nommées en utilisant des contenus encyclopédiques (Automatic generation of named entity detection patterns using encyclopedic contents)" [in French]. In Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 13-24. Montpellier, France: ATALA. ; Cho, Hyejin, Wonjun Choi, and Hyunju Lee. 2017. "A method for named entity normalization in biomedical articles: application to diseases and plants." BMC bioinformatics 18, no. 1 ( 1-12. https://doi.org/10.1186/s12859-017-1857-8 ; Devlin, Jacob, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding." In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), 4171-4186. Minneapolis, Minnesota: Association for Computational Linguistics. ; Friburger, Nathalie. 2006. "Linguistique et reconnaissance automatique des noms propres." Meta 51, no. 4: 637-650. doi:10.7202/014331ar. https://doi.org/10.7202/014331ar ; Guenoune, Hani, Kevin Cousot, Mathieu Lafourcade, Melissa Mekaoui, and Cédric Lopez. 2020. "A Dataset for Anaphora Analysis in French Emails." In Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, 165-175. Barcelona, Spain (online): Association for Computational Linguistics. ; Honnibal, Matthew, and Ines Montani. 2017. "spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing." ; Kampeera, Wannachai, and Sylviane Cardey-Greenfield. 2012. "Building a Lexically and Semantically-Rich Resource for Paraphrase Processing." In Advances in Natural Language Processing, edited by Hitoshi Isahara and Kyoko Kanzaki, 138-143. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-33983-7_14 ; Kauffmann, Alexis. 2013. "Structural Asymmetries in Machine Translation: The case of English-Japanese". PhD diss., Université de Genève. https://doi.org/10.13097/archive-ouverte/unige:34540. ; Lample, Guillaume, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer. 2016. "Neural Architectures for Named Entity Recognition." In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 260-270. San Diego, California: Association for Computational Linguistics. https://doi.org/10.18653/v1/N16-1030 ; Lin, Bill Yuchen, Dong-Ho Lee, M. Shen, Ryan Rene Moreno, X. Huang, Prashant Shiralkar, and X. Ren. 2020. "TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition." In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 8503-8511. Online: Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.acl-main.752 ; Lopez, C., Melissa Mekaoui, K. Aubry, Jean Bort, and Philippe Garnier. 2019. "Reconnaissance d'entités nommées itérative sur une structure en dépendances syntaxiques avec l'ontologie NERD." Revue des Nouvelles Technologies de l'Information, Extraction et Gestion des connaissances, RNTI-E-35, 81-92. ; Ma, Jie, Jun Liu, Y. Li, X. Hu, Yudai Pan, S. Sun, and Qika Lin. 2020. "Jointly Optimized Neural Coreference Resolution with Mutual Attention." In Proceedings of the 13th International Conference on Web Search and Data Mining. Houston, Texas, USA: Association for Computing Machinery. https://doi.org/10.1145/3336191.3371787 ; Manning, Christopher D., Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014. The Stanford CoreNLP Natural Language Processing Toolkit In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 55-60. Baltimore, Maryland: Association for Computational Linguistics. https://doi.org/10.3115/v1/P14-5010 ; Martin, Louis, Benjamin Muller, Pedro Javier Ortiz Suarez, Yoann Dupont, Laurent Romary, Eric Villemonte de la Clergerie, Benoıt Sagot, and Djamé Seddah. 2020. "Les modèles de langue contextuels CamemBERT pour le français: impact de la taille et de l'hétérogénéité des données d'entrainement (CamemBERT Contextual Language Models for French: Impact of Training Data Size and Heterogeneity)" [in French]. In Actes de la 6e conférence conjointe Journées d'Etudes sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Etudiants Chercheurs en Informatique pour le' Traitement Automatique des Langues (RECITAL, 22e édition). Volume 2: Traitement Automatique des Langues Naturelles, 54-65. Nancy, France: ATALA et AFCP. ; Mitkov, Ruslan. 2014. Anaphora resolution. Routledge. https://doi.org/10.4324/9781315840086 ; Mohamed, Muhidin A., and Mourad Chabane Oussalah. 2020. "A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics." Language Resources and Evaluation 54 : 457-485. https://doi.org/10.1007/s10579-019-09466-4 ; Nadeau, David, and Satoshi Sekine. 2007. "A survey of named entity recognition and classification." Lingvisticae Investigationes 30: 3-26. https://doi.org/10.1075/li.30.1.03nad ; Nayel, Hamada A., H. L. Shashirekha, Hiroyuki Shindo, and Yuji Matsumoto. 2019. "Improving Multi-Word Entity Recognition for Biomedical Texts." CoRRabs/1908.05691. arXiv:1908.05691. ; Nebhi, Kamel. 2013. "Named Entity Disambiguation using Freebase and Syntactic Parsing." In LD4IE@ISWC. ; Nouvel, Damien, Maud Ehrmann, and Sophie Rosset. 2016. "Evaluating Named Entity Recognition." Chap. 6 in Named Entities for Computational Linguistics, 111-129. John Wiley & Sons, Ltd. https://doi.org/10.1002/9781119268567.ch6 ; Ortiz Suarez, Pedro Javier, Yoann Dupont, Benjamin Muller, Laurent Romary, and Benoıt Sagot. 2020. "Establishing a New State-of-the-Art for French Named Entity Recognition" [in English]. In Proceedings of the 12th Language Resources and Evaluation Conference, 4631-4638. Marseille, France: European Language Resources Association. ; Petit, Gérard. 2006. "Le nom de marque déposée : nom propre, nom commun et terme." Meta 51, no. 4: 690-705. doi:10.7202/014335ar. https://doi.org/10.7202/014335ar ; Qu, Meng, Xiang Ren, and Jiawei Han. 2017. "Automatic Synonym Discovery with Knowledge Bases." In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 997-1005. KDD '17. Halifax, NS, Canada: Association for Computing Machinery. https://doi.org/10.1145/3097983.3098185 ; Racicot, André. 2009. "Traduire le monde: Venise du Nord et autres surnoms." L'Actualité langagière, vol. 6, n° 2, 23. Travaux publics et Services gouvernementaux Canada. ; Rey, François-Claude, and Kauffmann Alexis. 2021. "French indirectly named entities (version 1.3) [Data set]." Zenodo. https://doi.org/10.5281/zenodo.5158253. ; Rosales-Méndez, Henry, Aidan Hogan, and Barbara Poblete. 2019. "Fine-Grained Evaluation for Entity Linking." In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 718-727. Hong Kong, China: Association for Computational Linguistics. https://doi.org/10.18653/v1/D19-1066 ; Sales, Juliano Efson, André Freitas, Brian Davis, and Siegfried Handschuh. 2016. "A Compositional-Distributional Semantic Model for Searching Complex Entity Categories." In Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 199-208. 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Keyword:
Indirectly named entities; Information extraction; Multiword expressions; Named entities; Named entity recognition; Text mining; Text processing
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URL: https://doi.org/10.4995/jclr.2021.15922
http://hdl.handle.net/10251/178416
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| 10 |
Concevoir un dispositif innovant pour professionaliser la formation au référencement web: le projet SEO-ELP
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In: ACFAS ; https://hal.archives-ouvertes.fr/hal-03506079 ; ACFAS, 2020, Sherbrooke, Canada (2020)
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Beyond Metada: the New Challenges in Mining Scientific Papers
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In: the Eighth workshop on Bibliometric-enhanced Information Retrieval (BIR 2019) co-located with the 41st European Conference on Information Retrieval (ECIR 2019) ; https://hal.archives-ouvertes.fr/hal-03506084 ; the Eighth workshop on Bibliometric-enhanced Information Retrieval (BIR 2019) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), Apr 2019, Cologne, Germany (2019)
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Semantically-driven Competitive Intelligence Information Extraction : Linguistic Model and Application
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In: CONTENT ; https://hal.archives-ouvertes.fr/hal-03506081 ; CONTENT, 2019, Venise, Italy (2019)
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Analyse morphosyntaxique de l'arabe par une approche linguisitique
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In: TOTh Conferences – Terminology & Ontology: Theories and applications ; https://hal.archives-ouvertes.fr/hal-03506082 ; TOTh Conferences – Terminology & Ontology: Theories and applications, Jun 2019, Chambéry, France (2019)
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Renaissance par la littérature. Le projet Doxilog pour le français et le russe
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In: Dialogue authentique entre la Russie et le monde francophone ; https://hal.archives-ouvertes.fr/hal-03555010 ; Dialogue authentique entre la Russie et le monde francophone, Apr 2019, Moscou, Russie. pp.16-29 (2019)
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Studying Uncertainty in Science: a distributional analysis through the IMRaD structure
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In: WOSP - 7th International Workshop on Mining Scientific Publications at 11th edition of the Language Resources and Evaluation Conference (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01940294 ; WOSP - 7th International Workshop on Mining Scientific Publications at 11th edition of the Language Resources and Evaluation Conference (LREC 2018), May 2018, Miyazaki, Japan ; http://lrec-conf.org/workshops/lrec2018/W24/ (2018)
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Une étude de l'incertitude dans les textes scientifiques : vers la construction d'une ontologie
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In: TOTh 2018 Terminology & Ontology: Theories and applications ; https://hal.archives-ouvertes.fr/hal-01755245 ; TOTh 2018 Terminology & Ontology: Theories and applications, Jun 2018, Chambéry, France. pp.229-242 ; http://toth.condillac.org/conference (2018)
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Contextual Exploration (EC3): a strategy for the detection, extraction and visualization of target data
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In: 4th International Conference on Big Data Analysis and Data Mining ; https://hal-cnam.archives-ouvertes.fr/hal-02555454 ; 4th International Conference on Big Data Analysis and Data Mining, Sep 2017, Paris, France. pp.67, ⟨10.4172/2324-9307-C1-014⟩ (2017)
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The context of multiple in-text references and their signification
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Étude lexicale de textes arabes pour l’évaluation automatique de la complexité textuelle
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In: 7 ème Colloque International en Traductologie et TAL TRADETAL 2016 ; https://hal.archives-ouvertes.fr/hal-01956613 ; 7 ème Colloque International en Traductologie et TAL TRADETAL 2016, May 2016, Oran, Algérie (2016)
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Interfacing the Domain of Global Security with Natural Language Processing: the Role of Language Modelling
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In: The Tenth International Conference on Natural Language Processing (HrTAL2016) ; https://hal.archives-ouvertes.fr/hal-01954609 ; The Tenth International Conference on Natural Language Processing (HrTAL2016), Sep 2016, Dubrovnik, Croatia. pp.249-252 ; https://hrcak.srce.hr/171801 (2016)
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