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Nonsequential neural network for simultaneous, consistent classification, and photometric redshifts of OTELO galaxies
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GeSERA: General-domain Summary Evaluation by Relevance Analysis
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In: RANLP 2021 Recent Advances in Natural Language Processing ; https://hal-cnrs.archives-ouvertes.fr/hal-03408902 ; RANLP 2021 Recent Advances in Natural Language Processing, Sep 2021, Online, Bulgaria (2021)
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Abstract:
International audience ; We present GeSERA, an open-source improved version of SERA for evaluating automatic extractive and abstractive summaries from the general domain. SERA is based on a search engine that compares candidate and reference summaries (called queries) against an information retrieval document base (called index). SERA was originally designed for the biomedical domain only, where it showed a better correlation with manual methods than the widely used lexical-based ROUGE method. In this paper, we take out SERA from the biomedical domain to the general one by adapting its content-based method to successfully evaluate summaries from the general domain. First, we improve the query reformulation strategy with POS Tags analysis of general-domain corpora. Second, we replace the biomedical index used in SERA with two article collections from AQUAINT-2 and Wikipedia. We conduct experiments with TAC2008, TAC2009, and CNNDM datasets. Results show that, in most cases, GeSERA achieves higher correlations with manual evaluation methods than SERA, while it reduces its gap with ROUGE for general-domain summary evaluation. GeSERA even surpasses ROUGE in two cases of TAC2009. Finally, we conduct extensive experiments and provide a comprehensive study of the impact of human annotators and the index size on summary evaluation with SERA and GeSERA.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [INFO]Computer Science [cs]
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URL: https://hal-cnrs.archives-ouvertes.fr/hal-03408902/document https://hal-cnrs.archives-ouvertes.fr/hal-03408902 https://hal-cnrs.archives-ouvertes.fr/hal-03408902/file/2110.03567.pdf
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Automating user-feedback driven requirements prioritization
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In: ISSN: 0950-5849 ; EISSN: 1873-6025 ; Information and Software Technology ; https://hal.archives-ouvertes.fr/hal-03277970 ; Information and Software Technology, Elsevier, 2021, 138, pp.106635:1-106635:16. ⟨10.1016/j.infsof.2021.106635⟩ (2021)
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Galaxy classification: Deep learning on the OTELO and COSMOS databases
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Quantifying Sources of Variability in Infancy Research Using the Infant-Directed-Speech Preference
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In: ISSN: 2515-2459 ; EISSN: 2515-2467 ; Advances in Methods and Practices in Psychological Science ; https://hal-univ-rennes1.archives-ouvertes.fr/hal-02509817 ; Advances in Methods and Practices in Psychological Science, [Thousand Oaks]: [SAGE Publications], 2020, 3 (1), pp.24-52. ⟨10.1177/2515245919900809⟩ (2020)
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La hiérarchie prosodique affecte-elle l'espace vocalique en français L2?
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In: Journées Internationales de Linguistique de Corpus 2019 ; https://hal.archives-ouvertes.fr/hal-03046822 ; Journées Internationales de Linguistique de Corpus 2019, Nov 2019, Grenoble, France (2019)
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On the link between L2 learner's vocabulary knowledge and pronunciation accuracy: a corpus-based study
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In: Actes des 10èmes Journées Internationales de Linguistique de Corpus, ; JLC2019 ; https://hal.archives-ouvertes.fr/hal-03046797 ; JLC2019, Nov 2019, Grenoble, France (2019)
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"Building community" at the national and/or international level in the context of the Digital Humanities
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In: Digital Humanities ; https://halshs.archives-ouvertes.fr/halshs-02182752 ; Digital Humanities, 2019, Utrecht, Netherlands ; https://dev.clariah.nl/files/dh2019/boa/0267.html (2019)
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Universal Dependencies 2.2
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In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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Lexical Phonological Networks in Children with Down Syndrome: An Initial Syllable Similarity Priming Task with an Eye-Tracking Method
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In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2017 Annual Meeting on Phonology ; 2377-3324 (2018)
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MEBS, a software platform to evaluate large (meta)genomic collections according to their metabolic machinery: unraveling the sulfur cycle
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Universal Dependencies 2.1
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In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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Guide Stratégique pour l'Apprentissage en Autonomie – Phonétique et Phonologie du Français
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Santiago, Fabian. - : HAL CCSD, 2016. : Universidad Nacional Autonoma de Mexico, 2016
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In: https://hal.archives-ouvertes.fr/hal-01737834 ; Universidad Nacional Autonoma de Mexico, 2016 (2016)
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RegulonDB version 9.0: high-level integration of gene regulation, coexpression, motif clustering and beyond
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In: ISSN: 0305-1048 ; EISSN: 1362-4962 ; Nucleic Acids Research ; https://hal-amu.archives-ouvertes.fr/hal-01460125 ; Nucleic Acids Research, Oxford University Press, 2016, 44 (D1), pp.D133-D143. ⟨10.1093/nar/gkv1156⟩ (2016)
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Overview of the interactive task in BioCreative V
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In: ISSN: 1758-0463 ; EISSN: 1758-0463 ; Database - The journal of Biological Databases and Curation ; https://hal.archives-ouvertes.fr/hal-01469079 ; Database - The journal of Biological Databases and Curation, Oxford University Press, 2016, 2016, ⟨10.1093/database/baw119⟩ ; https://academic.oup.com/database/article-lookup/doi/10.1093/database/baw119 (2016)
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Classification nominale en ixcatèque ; CLASSIFICATION NOMINALE
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In: ISSN: 0075-966X ; EISSN: 2101-0234 ; La linguistique : revue internationale de linguistique générale ; https://halshs.archives-ouvertes.fr/halshs-01252034 ; La linguistique : revue internationale de linguistique générale, Société internationale de linguistique fonctionnelle / Presses Universitaires de France, 2015, 51 (2), pp.201-238 (2015)
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CROSS-LINGUISTIC DIFFERENCES BETWEEN ACCENTED vs UNACCENTED VOWEL DURATIONS
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In: Proceedings of ICPhS 2015 ; ICPhS2015 ; https://hal.archives-ouvertes.fr/hal-03046842 ; ICPhS2015, Aug 2015, Glasgow, United Kingdom (2015)
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Manual de pronunciación para profesores de L2
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In: https://hal.archives-ouvertes.fr/hal-01737836 ; Universidad Nacional Autónoma de México, 2015, 978-607-02-7444-2 (2015)
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Classification nominale en ixcatèque ; CLASSIFICATION NOMINALE
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In: ISSN: 0075-966X ; EISSN: 2101-0234 ; La linguistique : revue internationale de linguistique générale ; https://halshs.archives-ouvertes.fr/halshs-01252034 ; La linguistique : revue internationale de linguistique générale, Société internationale de linguistique fonctionnelle / Presses Universitaires de France, 2015, 51 (2), pp.201-238 (2015)
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Cultura y resistencia en México
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In: https://hal.univ-lille.fr/hal-01666598 ; México. Nostromo Ediciones, 186p., 2013 (2013)
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