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ВАЖНОСТЬ СТРЕМЛЕНИЯ К ПРАВИЛЬНОЙ УСТНОЙ РЕЧИ ПРИ ОБУЧЕНИИ ИНОСТРАННОМУ ЯЗЫКУ ... : THE IMPORTANCE OF STRIVING FOR CORRECT ORAL SPEECH IN TEACHING A FOREIGN LANGUAGE ...
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Similarity between person roles in a card sorting experiment ...
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Strategic priorities for the development of sales activities of enterprises ...
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Strategic priorities for the development of sales activities of enterprises ...
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Marketing approach to strategic sales management of enterprises ...
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Marketing approach to strategic sales management of enterprises ...
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Quality and Efficiency of Manual Annotation: Data from the Pre-annotation Bias Experiment (part of the PDT-C 2.0 project)
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A Simple Method to Quantify Outward Leakage of Medical Face Masks and Barrier Face Coverings: Implication for the Overall Filtration Efficiency
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 6; Pages: 3548 (2022)
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MTS-Stega: Linguistic Steganography Based on Multi-Time-Step
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In: Entropy; Volume 24; Issue 5; Pages: 585 (2022)
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Factors Associated with School Effectiveness: Detection of High- and Low-Efficiency Schools through Hierarchical Linear Models
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In: Education Sciences; Volume 12; Issue 1; Pages: 59 (2022)
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An Improved Binomial Distribution-Based Trust Management Algorithm for Remote Patient Monitoring in WBANs
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In: Sustainability; Volume 14; Issue 4; Pages: 2141 (2022)
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Using acoustic distance and acoustic absement to quantify lexical competition
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Efficient marking of argument focus: A trade-off between focus particles and word order in Sinhala
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5223 ; 2473-8689 (2022)
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Community diversity determines the evolution of synthetic bacterial communities under artificial selection
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In: https://hal-agrosup-dijon.archives-ouvertes.fr/hal-03378428 ; 2021 (2021)
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Serial recall order of category fluency words: exploring its neural underpinnings
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Serial Recall Order and Semantic Features of Category Fluency Words to Study Semantic Memory in Normal Ageing
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Communicating artificial neural networks develop efficient color-naming systems
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In: ISSN: 0027-8424 ; EISSN: 1091-6490 ; Proceedings of the National Academy of Sciences of the United States of America ; https://hal.inria.fr/hal-03329084 ; Proceedings of the National Academy of Sciences of the United States of America , National Academy of Sciences, 2021, 118 (12), ⟨10.1073/pnas.2016569118⟩ (2021)
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Abstract:
International audience ; Words categorize the semantic fields they refer to in ways that maximize communication accuracy while minimizing complexity. Focusing on the well-studied color domain, we show that artificial neural networks trained with deep-learning techniques to play a discrimination game develop communication systems whose distribution on the accuracy/complexity plane closely matches that of human languages. The observed variation among emergent color-naming systems is explained by different degrees of discriminative need, of the sort that might also characterize different human communities. Like human languages, emergent systems show a preference for relatively low-complexity solutions, even at the cost of imperfect communication. We demonstrate next that the nature of the emergent systems crucially depends on communication being discrete (as is human word usage). When continuous message passing is allowed, emergent systems become more complex and eventually less efficient. Our study suggests that efficient semantic categorization is a general property of discrete communication systems, not limited to human language. It suggests moreover that it is exactly the discrete nature of such systems that, acting as a bottleneck, pushes them toward low complexity and optimal efficiency.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-PL]Computer Science [cs]/Programming Languages [cs.PL]; Color-naming systems; Efficiency of human language; Language emergence in artificial neural networks
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URL: https://hal.inria.fr/hal-03329084/document https://doi.org/10.1073/pnas.2016569118 https://hal.inria.fr/hal-03329084 https://hal.inria.fr/hal-03329084/file/e2016569118.full.pdf
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Функционирование инновационно-консультационной инфраструктуры в АПК ... : The functioning of innovation and consulting infrastructure in the agro-industrial complex ...
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Отдельные элементы мониторинга деятельности федеральных органов исполнительной власти ... : Individual Elements of Monitoring the Activities of Federal Executive Bodies ...
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К ВОПРОСУ О ПРИНЦИПЕ ЦЕЛЕСООБРАЗНОСТИ В РОССИЙСКОМ УГОЛОВНОМ СУДОПРОИЗВОДСТВЕ ... : THE PRINCIPLE OF EXPEDIENCY OF RUSSIAN CRIMINAL PROCEEDINGS ...
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