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Emotional Speech Recognition Using Deep Neural Networks
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In: ISSN: 1424-8220 ; Sensors ; https://hal.archives-ouvertes.fr/hal-03632853 ; Sensors, MDPI, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩ (2022)
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Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications
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In: ISSN: 1751-5858 ; EISSN: 1751-5866 ; International Journal of Intelligent Information and Database Systems ; https://hal.inrae.fr/hal-03616243 ; International Journal of Intelligent Information and Database Systems, Inderscience, 2022, 15 (1), pp.78. ⟨10.1504/IJIIDS.2022.120146⟩ (2022)
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Abstract:
International audience ; This article presents an ontological and terminological resource guided process for targeted extraction of scientific experimental data. Our method relies on the scientific publication representation (SciPuRe) describing the extracted data through ontological, lexical and structural (using segments in the scientific documents) features. Relevance scores based on these features are computed to rank the results and filter out the numerous false positives. Linear and sequential combinations of these scores are presented and evaluated. Experiments were carried out on a corpus of 50 English language scientific papers in the food packaging field. They revealed that article segment are an effective criterion for filtering out a majority of the quantitative entity false positives using lexical scores. Moreover the best symbolic entity extraction results were obtained with a sequential combinations of semantic and lexical scores. These results enable the ranking of entities by relevance and the filtering of false positive results.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; data extraction; data relevance; data representation; information retrieval; ontological and terminological resource; OTR; web scientific documents
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URL: https://hal.inrae.fr/hal-03616243 https://doi.org/10.1504/IJIIDS.2022.120146
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Islands and Bridges of Language: Bio-Inspired Structural Analysis of Language Embedding Data
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TIPD : Taiwan Indigenous Peoples open research Data 台灣原住民基礎開放研究資料庫 ...
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FAIRsharing record for: General Ontology for Linguistic Description ... : GOLD ...
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FAIRsharing record for: Information technology -- Hypermedia/Time-based Structuring Language (HyTime) ... : ISO/IEC 10744:1997 ...
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FAIRsharing record for: Language resource management -- Feature structures -- Part 1: Feature structure representation ... : ISO 24610-1:2006 ...
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Between Deterministic and Nondeterministic Quantitative Automata (Invited Talk)
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Boker, Udi. - : LIPIcs - Leibniz International Proceedings in Informatics. 30th EACSL Annual Conference on Computer Science Logic (CSL 2022), 2022
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Conditional Adversarial Learning to Enhance Bot Detection ...
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FAIRsharing record for: Extensible Stylesheet Language ... : XSL ...
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Community Development of the SWEET Semantic System for Earth and Environmental Data - A Call for Interest ...
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Community Development of the SWEET Semantic System for Earth and Environmental Data - A Call for Interest ...
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Toward an Epistemic Web
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In: 197 ; RatSWD Working Paper Series ; 22 (2022)
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20 |
Detecting weak and strong Islamophobic hate speech on social media
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