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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Fabon Dzogang; Marie-Jeanne Lesot; Maria Rifqi; Bernadette Bouchon-Meunier;

    International audience; We study the discrimination of emotions annotated in free texts at the sentence level: a sentence can either be associated with no emotion (neutral) or multiple labels of emotion. The proposed system relies on three characteristics. We implement an early fusion of grams of increasing orders transposing an approach successfully employed in the related task of opinion mining. We apply a filtering process that consists in extracting frequent n-grams and making use of the Shannon's entropy measure to respectively maintain dictionaries at balanced sizes and keep emotion specific features. Finally the overall system is implemented as a 2-step decision process: a first classifier discriminates between neutral and emotion bearing sentences, then one classifier per emotion is applied on emotion bearing sentences. The final decision is given by the classifier holding the maximum confidence. Results obtained on the testing set are promising.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Europe PubMed Centra...arrow_drop_down
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    Europe PubMed Central
    Article . 2012
    Data sources: PubMed Central
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    Biomedical Informatics Insights
    Article . 2012 . Peer-reviewed
    License: SAGE TDM
    Data sources: Crossref
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Biomedical Informatics Insights
    Article
    License: CC BY NC
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    Hal-Diderot
    Article . 2012
    Data sources: Hal-Diderot
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Europe PubMed Centra...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Europe PubMed Central
      Article . 2012
      Data sources: PubMed Central
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Biomedical Informatics Insights
      Article . 2012 . Peer-reviewed
      License: SAGE TDM
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      Biomedical Informatics Insights
      Article
      License: CC BY NC
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Hal-Diderot
      Article . 2012
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Abdelghani Laifa; Laurent Gautier; Christophe Cruz;

    International audience; The present work aims to develop a text summarisation system for financial texts with a focus on the fluidity of the target language. Linguistic analysis shows that the process of writing summaries should take into account not only terminological and collocational extraction, but also a range of linguistic material referred to here as the "support lexicon", that plays an important role in the cognitive organisation of the field. On this basis, this paper highlights the relevance of pre-training the CamemBERT model on a French financial dataset to extend its domainspecific vocabulary and fine-tuning it on extractive summarisation. We then evaluate the impact of textual data augmentation, improving the performance of our extractive text summarisation model by up to 6%-11%.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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    https://hal.archives-ouvertes....
    Part of book or chapter of book
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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.1007/978-3-...
    Part of book or chapter of book . 2021 . Peer-reviewed
    License: Springer TDM
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      https://hal.archives-ouvertes....
      Part of book or chapter of book
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      https://doi.org/10.1007/978-3-...
      Part of book or chapter of book . 2021 . Peer-reviewed
      License: Springer TDM
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Beaud, Stéphane; Sorez, Julien;

    L’équipe de l’Étoile des Deux-Lacs à Bagatelle en 1912, Agence Rol. Agence photographique © Bnf, gallica.bnf.fr Les Bleus sont-ils devenus aujourd’hui, dans le monde du football, l’« homme malade de l’Europe » ? Sans aucun doute, à en croire le récit qui est fait de la succession des « affaires » qui secouent l’équipe de France, depuis le « psychodrame » de la grève de Knysna (juin 2010) jusqu’à la récente affaire de chantage à la sex-tape (novembre 2015) concernant deux joueurs éminents – ...

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ https://doi.org/10.4...arrow_drop_down
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    https://doi.org/10.4000/books....
    Part of book or chapter of book . 2018 . Peer-reviewed
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    OpenEdition
    Book . 2021
    Data sources: OpenEdition
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Shawn, Ian [Hrsg.]; Bloxam, Elizabeth [Hrsg.];

    The history of the Egyptian language is both a linguistic and a cultural one. Considerable synchronic variation can be observed in the record, reflecting the various high-cultural and social settings and determinations of written performance in ancient Egypt at various times. Over the longue durée, Egyptian underwent a series of major typological changes, which, however, are only the overall results of a series of more minute changes following regular principles, paths, and mechanisms of linguistic change, such as grammaticalization. Current research is diverse: it strives for a more detailed description of linguistic change, concerns linguistic contacts with other languages, emphasizes the importance of synchronic variation of all sorts, and problematizes the partly discontinuous nature of the written record by which Egyptian, as a corpus language, presents itself.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Propylaeum-DOKarrow_drop_down
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    Propylaeum-DOK
    Part of book or chapter of book . 2020
    Data sources: Propylaeum-DOK
    https://doi.org/10.11588/propy...
    Other literature type . 2022
    Data sources: Datacite
    https://doi.org/10.1093/oxford...
    Part of book or chapter of book . 2020 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Propylaeum-DOKarrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Propylaeum-DOK
      Part of book or chapter of book . 2020
      Data sources: Propylaeum-DOK
      https://doi.org/10.11588/propy...
      Other literature type . 2022
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      https://doi.org/10.1093/oxford...
      Part of book or chapter of book . 2020 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Allio, Fiorella;

    International audience; The procession of territorial scope that takes place every three years in the Saikang 西港 region (Tainan 臺南 ) symbolically accommodates and invigorates the space and the land, while at the same time setting the limits of a politico-religious territory composed of contiguous village units. The latter identify themselves as localized cult communities, drawing on their temples dedicated to various protective deities from the pantheon of Chinese popular religion, as it has developed in Taiwan. The performance of the processional ritual seals and reproduces an inter-community alliance based on the koah-hiun 刈香 institution, from which the procession takes its name. This text shows the importance of this ritual to legitimize residential anchorage, control the danger represented in the anthropomorphized form of wandering souls (those of humans who died an unfortunate death), guarantee the regulation of water and regenerate the nourishing power of the earth, in an agricultural context and within a broader natural order. With a two-fold aim, apotropaic and propitiatory, facing the aleatory and working simultaneously on luck and misfortune, the ritual aims at renewing Life and ensuring health, peace and prosperity for all. The exercise of a shamanic function, as put forward by Roberte Hamayon, is the avenue that has proved to be the most fruitful in meeting the double objective of general understanding and characterization of the socio-religious system deployed in this regular ritual of totalizing scope.; La procession de portée territoriale qui se déroule tous les trois ans dans la région de Saikang 西港 (Tainan 臺南 ) aménage et innerve symboliquement l’espace et le sol, tout en posant les limites d’un territoire politico-religieux composé d’unités villageoises contiguës. Celles-ci s’identifient en tant que communautés cultuelles localisées, prenant appui sur leurs temples, dédiés à des divinités protectrices variées relevant du panthéon de la religion populaire chinoise, telle qu’elle s’est développée à Taiwan. La performance du rituel processionnel scelle et reproduit une alliance intercommunautaire fondée sur l’institution koah-hiun 刈香, qui donne son nom à la procession. Ce texte montre l’importance du rituel pour légitimer l’ancrage résidentiel, maîtriser le danger représenté sous la forme anthropomorphisée d’âmes errantes (celles d’humains morts de malemort), garantir la régulation de l’eau et régénérer le pouvoir nourricier de la terre, dans un contexte agricole et au sein d’un ordre naturel plus large. À double visée, apotropaïque et propitiatoire, faisant face à l’aléatoire en travaillant simultanément sur la chance et la malchance, le rituel vise à reconduire la Vie et assurer paix, santé, prospérité à tous. L’exercice d’une fonction chamanique, telle que mise en avant par Roberte Hamayon, est la piste qui s’est révélée être la plus fructueuse pour répondre au double objectif de compréhension générale et de caractérisation du système socioreligieux déployé dans ce rituel régulier et de portée totalisante.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Cahiers d Extrême-As...arrow_drop_down
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    Cahiers d Extrême-Asie
    Article . 2021 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Cahiers d Extrême-As...arrow_drop_down
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      Cahiers d Extrême-Asie
      Article . 2021 . Peer-reviewed
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    Authors: Rothea, Xavier;

    La historia de los Gitanos españoles parece detenerse en 1783, cuando Carlos III otorgó, teóricamente, los mismos derechos a los Gitanos que al resto de los españoles. La palabra Gitanos desaparece de los textos oficiales y los Gitanos parecen sobrevivir únicamente en la literatura romántica de los viajeros franceses. Aunque no disponemos de muchos archivos, existe otro tipo de documentos en la literatura o los medios de comunicación que nos permite tener una mejor idea de la posición que ocupa esta comunidad en la sociedad española, centrándome en la reciente época franquista. Mi tentativa consiste en abordar a través de la investigación histórica el problema de la construcción y el uso social y político de la representación de los Gitanos en el seno de un Estado franquista católico-reaccionario y nacionalista extremo. The history of Spanish Gypsies seems to stop in 1783, when Carlos III granted theoretically equal rights to Gypsies than the rest of the Spaniards. The word Gypsies disappear from official texts and the Gypsies seem to survive only in the romantic literature of the French travelers. Although we do not have many files there are other documents in the literature or media that allow us to get a better idea of the position of this community in Spanish society, focusing on the recent Franco era. My attempt is to address through historical research the problem of the construction and use of social and political representation of Roma within a Catholic-reactionary and radical nationalistic franquista State.

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    Revista Andaluza de Antropología
    Article . 2014 . Peer-reviewed
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      Revista Andaluza de Antropología
      Article . 2014 . Peer-reviewed
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    Authors: Barbier, Jean; Tramel, Eric W.; Krzakala, Florent;

    Reconstruction of images from noisy linear measurements is a core problem in image processing, for which convex optimization methods based on total variation (TV) minimization have been the long-standing state-of-the-art. We present an alternative probabilistic reconstruction procedure based on approximate message-passing, Scampi, which operates in the compressive regime, where the inverse imaging problem is underdetermined. While the proposed method is related to the recently proposed GrAMPA algorithm of Borgerding, Schniter, and Rangan, we further develop the probabilistic approach to compressive imaging by introducing an expectation-maximizaiton learning of model parameters, making the Scampi robust to model uncertainties. Additionally, our numerical experiments indicate that Scampi can provide reconstruction performance superior to both GrAMPA as well as convex approaches to TV reconstruction. Finally, through exhaustive best-case experiments, we show that in many cases the maximal performance of both Scampi and convex TV can be quite close, even though the approaches are a prori distinct. The theoretical reasons for this correspondence remain an open question. Nevertheless, the proposed algorithm remains more practical, as it requires far less parameter tuning to perform optimally. Presented at the 2015 International Meeting on High-Dimensional Data Driven Science, Kyoto, Japan

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    Journal of Physics : Conference Series
    Article . 2016 . Peer-reviewed
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    https://doi.org/10.48550/arxiv...
    Article . 2015
    License: arXiv Non-Exclusive Distribution
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      Journal of Physics : Conference Series
      Article . 2016 . Peer-reviewed
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      https://doi.org/10.48550/arxiv...
      Article . 2015
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Potier, Jean-Pierre;

    Introduction Vers la fin de sa vie, au cours du discours prononcé à l’occasion de son Jubilé cinquantenaire d’économiste à l’Université de Lausanne, intitulé « Ruchonnet et le socialisme scientifique », Léon Walras remarquait : Il est certain, d’abord, que la détermination du salaire au moyen de grèves et de lock-outs, c’est-à-dire, en définitive, par échange de coups de pierre, contre coups de fusil, est un procédé sauvage. Mais il l’est également que, pour substituer à ce procédé celui de l...

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    https://doi.org/10.4000/books....
    Part of book or chapter of book . 2018 . Peer-reviewed
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    OpenEdition
    Book . 2018
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      https://doi.org/10.4000/books....
      Part of book or chapter of book . 2018 . Peer-reviewed
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      OpenEdition
      Book . 2018
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Gaëlle Ginestet;
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Cahiers Élisabéthain...arrow_drop_down
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    Cahiers Élisabéthains A Journal of English Renaissance Studies
    Article . 2021 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Cahiers Élisabéthain...arrow_drop_down
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      Cahiers Élisabéthains A Journal of English Renaissance Studies
      Article . 2021 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Corsi, Pietro;

    Lack of consideration of the complex European scientific scene from the late 18th century to the mid-decades of the 19th century has produced partial and often biased reconstructions of priorities, worries, implicit and explicit philosophical and at times political agendas characterizing the early debates on species. It is the purpose of this paper firstly to critically assess some significant attempts at broadening this historiographic horizon concerning the immediate context to Darwin's intellectual enterprise, and to devote the second part to arguing that a multi-faceted European debate on the transformation of life forms had already occurred in Europe around 1800. Of this debate, contrary to long cherished views, Lamarck's was only one voice, amongst many. Naturalists active in different national contexts elaborated solutions and proposed doctrines that shared several viewpoints, yet clearly stemmed from a variety of disciplinary traditions and problematic contexts.

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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Journal of the History of Biology
    Article . 2005 . Peer-reviewed
    License: Springer TDM
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      Journal of the History of Biology
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Fabon Dzogang; Marie-Jeanne Lesot; Maria Rifqi; Bernadette Bouchon-Meunier;

    International audience; We study the discrimination of emotions annotated in free texts at the sentence level: a sentence can either be associated with no emotion (neutral) or multiple labels of emotion. The proposed system relies on three characteristics. We implement an early fusion of grams of increasing orders transposing an approach successfully employed in the related task of opinion mining. We apply a filtering process that consists in extracting frequent n-grams and making use of the Shannon's entropy measure to respectively maintain dictionaries at balanced sizes and keep emotion specific features. Finally the overall system is implemented as a 2-step decision process: a first classifier discriminates between neutral and emotion bearing sentences, then one classifier per emotion is applied on emotion bearing sentences. The final decision is given by the classifier holding the maximum confidence. Results obtained on the testing set are promising.

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    Europe PubMed Central
    Article . 2012
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    Biomedical Informatics Insights
    Article . 2012 . Peer-reviewed
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    Biomedical Informatics Insights
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    Hal-Diderot
    Article . 2012
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Europe PubMed Centra...arrow_drop_down
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      Europe PubMed Central
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      Biomedical Informatics Insights
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Abdelghani Laifa; Laurent Gautier; Christophe Cruz;

    International audience; The present work aims to develop a text summarisation system for financial texts with a focus on the fluidity of the target language. Linguistic analysis shows that the process of writing summaries should take into account not only terminological and collocational extraction, but also a range of linguistic material referred to here as the "support lexicon", that plays an important role in the cognitive organisation of the field. On this basis, this paper highlights the relevance of pre-training the CamemBERT model on a French financial dataset to extend its domainspecific vocabulary and fine-tuning it on extractive summarisation. We then evaluate the impact of textual data augmentation, improving the performance of our extractive text summarisation model by up to 6%-11%.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    https://hal.archives-ouvertes....
    Part of book or chapter of book
    Data sources: UnpayWall
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.1007/978-3-...
    Part of book or chapter of book . 2021 . Peer-reviewed
    License: Springer TDM
    Data sources: Crossref
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