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Hyperdeep : deep learning descriptif pour l'analyse de données textuelles
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In: JADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles ; https://hal.archives-ouvertes.fr/hal-02926880 ; JADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France (2020)
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Key Passages : From statistics to Deep Learning
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In: Text Analytics. Advances and Challenges ; https://hal.archives-ouvertes.fr/hal-03099658 ; Domenica Fioredistella Iezzi; Damon Mayaffre; Michelangelo Misuraca. Text Analytics. Advances and Challenges, Springer, pp.41-54, 2020, 978-3-030-52679-5. ⟨10.1007/978-3-030-52680-1_4⟩ (2020)
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L.A.S.L.A. and Collatinus: a convergence in lexica
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In: ISSN: 0085-6827 ; Studi e saggi linguistici ; https://hal.archives-ouvertes.fr/hal-02399878 ; Studi e saggi linguistici, ETS, In press (2019)
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Valeurs et emplois de l’ablatif absoludans les Métamorphoses d’Apulée
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In: ISSN: 1760-6322 ; Revue de Linguistique Latine du Centre Alfred Ernout (De Lingua Latina) ; https://hal.sorbonne-universite.fr/hal-03359241 ; Revue de Linguistique Latine du Centre Alfred Ernout (De Lingua Latina), Université Paris Sorbonne 2019, 18 (2019)
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Text Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis
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In: 56th Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01804310 ; 56th Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, France (2018)
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Towards a topological grammar of genres and styles: a way to combine paradigmatic quantitative analysis with a syntagmatic approach
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In: The Grammar of Genres and Styles: From Discrete to Non-Discrete Units ; https://hal.archives-ouvertes.fr/hal-01858402 ; Dominique Legallois, Thierry Charnois, Meri Larjavaara. The Grammar of Genres and Styles: From Discrete to Non-Discrete Units, 320, de Gruyter Mouton, pp.140-163, 2018, Trends in Linguistics. Studies and Monographs, 9783110595864. ⟨10.1515/9783110595864-007⟩ (2018)
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ADT et deep learning, regards croisés. Phrases-clefs, motifs et nouveaux observables
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In: JADT 2018 ; https://hal.archives-ouvertes.fr/hal-01823560 ; JADT 2018, Jun 2018, Rome, Italie (2018)
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Analysing and visualizing textual data with Hyperbase Web Edition
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In: 4th Digital Humanities Austria (DHA 2017) ; https://hal.archives-ouvertes.fr/hal-01804318 ; 4th Digital Humanities Austria (DHA 2017), Dec 2017, Innsbruck, Austria. 2017 (2017)
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A Text Structure Indicator and two Topological Methods: New Ways for Studying Latin Historic Narratives
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In: ISSN: 2055-7671 ; EISSN: 2055-768X ; Digital Scholarship in the Humanities ; https://hal.archives-ouvertes.fr/hal-01337493 ; Digital Scholarship in the Humanities, Oxford University Press, 2016, ⟨10.1093/llc/fqw021⟩ ; http://dsh.oxfordjournals.org/cgi/content/full/fqw021? ijkey=wDyZkoG1iV8aqRa&keytype=ref (2016)
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| 10 |
Les anaphores rhétoriques : des rafales de motifs ?
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In: Jadt 2016 - Statistical Analysis of Textual Data ; https://hal.archives-ouvertes.fr/hal-01361991 ; JADT 2016 - Statistical Analysis of Textual Data, Damon Mayaffre; Céline Poudat; Laurent Vanni; Véronique Magri; Peter Follette; Caroline Daire, Jun 2016, Nice, France. pp.319-328 (2016)
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| 11 |
The contribution of the research on Latin texts to the French quantitative linguistics : from lemmatization to the grammaticometry and textual topology
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In: Quantitative Linguistics in France ; https://hal.univ-cotedazur.fr/hal-01364998 ; Jacqueline Leon, Sylvain Loiseau (eds.). Quantitative Linguistics in France, RAM Verlag, sous presse, 2016 (2016)
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| 12 |
Semantic integration by pattern priming: experiment and cortical network model
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In: ISSN: 1871-4080 ; EISSN: 1871-4099 ; Cognitive Neurodynamics ; https://hal.archives-ouvertes.fr/hal-01365139 ; Cognitive Neurodynamics, Springer Verlag, 2016, ⟨10.1007/s11571-016-9410-4⟩ (2016)
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Abstract:
International audience ; Neural network models describe semantic priming effects by way of mechanisms of activation of neuron coding for the words that rely strongly on synaptic efficacies between pairs of neurons. Biologically inspired Hebbian learning defines efficacy values as a function of the activity of pre- and post-synaptic neurons only. It generates only pair associations between words in the semantic network. However, the statistical analysis of large text databases points to the frequent occurrence not only of pairs of words (e.g., “the way”) but also of patterns of more than two words (e.g., “by the way”). The learning of these frequent patterns of words is not reducible to associations between pairs of words but must take into account the higher level of coding of three-word patterns. The processing and learning of pattern of words challenges classical Hebbian learning algorithms used in biologically inspired models of priming. The aim of the present study was to test the effects of patterns on the semantic processing of words and investigates how an inter-synaptic learning algorithm succeeds at reproducing the experimental data.The experiment manipulates the frequency of occurrence of patterns of three words in a multiple-paradigm protocol. Results show for the first time that target words benefit more priming when embedded in a pattern with the two primes than when only associated with each prime in a pair. A biologically inspired, inter-synaptic learning algorithm is tested that potentiates synapses as a function of the activation of more than two pre- and post-synaptic neurons. Simulations show that the network can learn patterns of three words to reproduce the experimental results
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Keyword:
[SCCO.NEUR]Cognitive science/Neuroscience; [SCCO.PSYC]Cognitive science/Psychology; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; Context; inter-synaptic learning; multiple priming; prospective activity; word meaning; word occurrence
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URL: https://hal.archives-ouvertes.fr/hal-01365139
https://doi.org/10.1007/s11571-016-9410-4
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| 13 |
Semantic integration by pattern priming: experiment and cortical network model
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| 14 |
Les variantes des motifs chez les prosateurs latins, Entre récurrence générique et spécificité d’auteur, des formes révélatrices et caractérisantes
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In: Les Etudes Classiques ; https://hal.archives-ouvertes.fr/hal-01370811 ; Les Etudes Classiques, Société des Études Classiques, 2014, Langues anciennes et statistique linguistique : 50 ans après. Distances textuelles et Intertextualités, 82, pp.65-87 ; http://lesetudesclassiques.be/index.php/lec (2014)
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| 15 |
Le motif : une unité phraséologique englobante ? Étendre le champ de la phraséologie de la langue au discours*
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In: ISSN: 0458-726X ; EISSN: 1958-9549 ; Langages ; https://hal.archives-ouvertes.fr/hal-01250517 ; Langages, Armand Colin (Larousse jusqu'en 2003), 2013, Vers une extension du domaine de la phraséologie, 1 (189), pp.65-79 ; http://www.revues.armand-colin.com/lettres-langue/langages/langages-ndeg-189-12013-extension-du-domaine-phraseologie/presentation-extension-du-domaine-phraseologie (2013)
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| 16 |
Le motif : une unité phraséologique englobante ? Étendre le champ de la phraséologie de la langue au discours
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In: Langages, n 189, 1, 2013-04-01, pp.65-79 (2013)
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Conditionnements linguistiques des dislocations à gauche chez César et Tacite : l'apport du projet LatSynt
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In: ISSN: 1760-6322 ; Revue de Linguistique Latine du Centre Alfred Ernout (De Lingua Latina) ; https://hal.archives-ouvertes.fr/hal-03478739 ; Revue de Linguistique Latine du Centre Alfred Ernout (De Lingua Latina), Université Paris Sorbonne 2012, 7 (2012)
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| 18 |
Légitimité d’une unité textométrique : le motif
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In: JADT 2012, 11èmes Journées internationales d’analyse statistique des données textuelles ; https://hal.univ-cotedazur.fr/hal-01365002 ; JADT 2012, 11èmes Journées internationales d’analyse statistique des données textuelles, Jun 2012, Liège, Belgique. pp.715-728 (2012)
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| 19 |
Continuité et ruptures dans l'expression narrative des historiens latins
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In: (Dis)continuité en linguistique latine et grecque, Hommage à Chantal Kircher-Durand. ; https://hal.archives-ouvertes.fr/hal-01250511 ; Michèle BIRAUD. (Dis)continuité en linguistique latine et grecque, Hommage à Chantal Kircher-Durand., L'Harmattan, pp.323-338, 2012, 978-2-296-55988-2 ; http://www.editions-harmattan.fr/ (2012)
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Asymétrie de la cooccurrence et contextualisation. Le rôle de la flexion casuelle dans la structuration des réseaux cooccurrentiels d’un mot-pôle en latin
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In: ISSN: 1638-9808 ; EISSN: 1765-3126 ; Corpus ; https://hal.univ-cotedazur.fr/hal-01365001 ; Corpus, Bases, Corpus, Langage - UMR 7320, 2012, La cooccurrence, du fait statistique au fait textuel (11), pp.91-128 (2012)
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