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The Role of Sensorimotor and Linguistic Distributional Information in Categorisation ...
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Αναπαραστάσεις προσφύγων στο Ελληνικό ηλεκτρονικό τύπο, Μελέτη περίπτωσης Απρίλιος 2020 ...
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Visual generics: How children understand generic language with different visualizations ...
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Attention-Language Interface in Multilingual Assessment Instrument for Narratives (MAIN) ...
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Attention-Language Interface in Multilingual Assessment Instrument for Narratives (MAIN) ...
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Comparative Study of Multiclass Text Classification in Research Proposals Using Pretrained Language Models
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In: Applied Sciences; Volume 12; Issue 9; Pages: 4522 (2022)
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The Semantics of Natural Objects and Tools in the Brain: A Combined Behavioral and MEG Study
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In: Brain Sciences; Volume 12; Issue 1; Pages: 97 (2022)
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Hebrew Transformed: Machine Translation of Hebrew Using the Transformer Architecture
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Phonological Contrast and Conflict in Dutch Vowels: Neurobiological and Psycholinguistic Evidence from Children and Adults ...
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Linguistic Representations of Black Characters in Cuban Fiction of the New Millennium: A tale about continuity and subversion
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In: Caribbean Quilt; Vol. 6 No. 1 (2021): Resiliency ; 97-110 ; 1929-235X ; 1925-5829 ; 10.33137/cq.v6i1 (2022)
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The case of the Indian detective: Native American mystery novels
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How to train your self-supervised NLP model: Investigating pre-training objectives, data, and scale
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Derrière la langue, les positionnements sociaux. Pouvoir faire entendre sa voix en langue seconde
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In: Nouvelle Revue Synergies Canada; No. 15 (2022): La notion de « voix » en sociolinguistique et sciences sociales ; 2292-2261 (2022)
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SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking
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In: SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval ; https://hal.sorbonne-universite.fr/hal-03290774 ; SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2021, Virtual Event, Canada. pp.2288-2292, ⟨10.1145/3404835.3463098⟩ (2021)
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Abstract:
International audience ; In neural Information Retrieval, ongoing research is directed towards improving the first retriever in ranking pipelines. Learning dense embeddings to conduct retrieval using efficient approximate nearest neighbors methods has proven to work well. Meanwhile, there has been a growing interest in learning sparse representations for documents and queries, that could inherit from the desirable properties of bag-of-words models such as the exact matching of terms and the efficiency of inverted indexes. In this work, we present a new first-stage ranker based on explicit sparsity regularization and a log-saturation effect on term weights, leading to highly sparse representations and competitive results with respect to state-ofthe-art dense and sparse methods. Our approach is simple, trained end-to-end in a single stage. We also explore the trade-off between effectiveness and efficiency, by controlling the contribution of the sparsity regularization. CCS CONCEPTS • Information systems → Language models.
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Keyword:
[INFO]Computer Science [cs]; indexing; neural networks; regularization; sparse representations
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URL: https://hal.sorbonne-universite.fr/hal-03290774 https://hal.sorbonne-universite.fr/hal-03290774/document https://hal.sorbonne-universite.fr/hal-03290774/file/3404835.3463098.pdf https://doi.org/10.1145/3404835.3463098
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Social Representations of e-Mental Health Among the Actors of the Health Care System: Free-Association Study
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In: ISSN: 2368-7959 ; JMIR Mental Health ; https://hal.archives-ouvertes.fr/hal-03240149 ; JMIR Mental Health, JMIR Publications, 2021, 8 (5), pp.e25708. ⟨10.2196/25708⟩ ; https://mental.jmir.org/2021/5/e25708/ (2021)
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Social representations of the undernourished child and health‐seeking behaviour in Nepal: From othering to different types of otherness
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In: ISSN: 1052-9284 ; EISSN: 1099-1298 ; Journal of Community and Applied Social Psychology ; https://hal.univ-lyon2.fr/hal-03416642 ; Journal of Community and Applied Social Psychology, Wiley, In press, ⟨10.1002/casp.2576⟩ (2021)
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From Parisian sojourn to French tour : travel writings of Soviet authors (1922-1991) ; Du voyage à Paris au tour de France : les récits de voyages des écrivains soviétiques (1922-1991)
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In: https://tel.archives-ouvertes.fr/tel-03537805 ; Linguistique. Normandie Université, 2021. Français. ⟨NNT : 2021NORMC030⟩ (2021)
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Dysphonia among school teachers : perception and representations ; La dysphonie chez les professeures des écoles : perception et représentations
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In: https://tel.archives-ouvertes.fr/tel-03564756 ; Linguistique. Université de la Sorbonne nouvelle - Paris III, 2021. Français. ⟨NNT : 2021PA030011⟩ (2021)
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Dysphonia among school teachers: perception and representations ; La dysphonie chez les professeures des écoles : perception et représentations
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In: https://tel.archives-ouvertes.fr/tel-03152574 ; Linguistique. Université Sorbonne Nouvelle, 2021. Français (2021)
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