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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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DWUG ES: Diachronic Word Usage Graphs for Spanish ...
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Analyzing COVID-19 Medical Papers Using Artificial Intelligence: Insights for Researchers and Medical Professionals
In: Big Data and Cognitive Computing; Volume 6; Issue 1; Pages: 4 (2022)
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Towards a theoretical understanding of word and relation representation
Allen, Carl S.. - : The University of Edinburgh, 2022
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Representation of Explanations of Possibilistic Inference Decisions
In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty ; ECSQARU 2021: European Conference on Symbolic and Quantitative Approaches with Uncertainty ; https://hal-cea.archives-ouvertes.fr/cea-03406884 ; ECSQARU 2021: European Conference on Symbolic and Quantitative Approaches with Uncertainty, Sep 2021, Prague, Czech Republic. pp.513-527, ⟨10.1007/978-3-030-86772-0_37⟩ (2021)
Abstract: International audience ; In this paper, we study how to explain to end-users the inference results of possibilistic rule-based systems. We formulate a necessary and sufficient condition for justifying by a relevant subset of rule premises the possibility degree of each output attribute value. We apply functions to reduce the selected premises, in order to form two kinds of explanations: the justification and the unexpectedness of the possibility degree of an output attribute value. The justification is composed of possibilistic expressions that are sufficient to justify the possibility degree of the output attribute value. The unexpectedness is a set of possible or certain possibilistic expressions, which are not involved in the determination of the considered inference result although there may appear to be a potential incompatibility between them and the considered inference result.We then define a representation of explanations of possibilistic inference decisions that relies on conceptual graphs and may be the input of natural language generation systems. Our extracted justification and unexpectedness are represented by nested conceptual graphs. All our constructions are illustrated with an example of a possibilistic rule-based system that controls the blood sugar level of a patient with type 1 diabetes.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO]; artificial intelligence; Conceptual graphs; Explainable artificial intelligence; Machine learning; Possibility theory; Rule-based system
URL: https://hal-cea.archives-ouvertes.fr/cea-03406884/file/ECSQARU_camera_ready_2021___Representation_of_Explanations_Of_Possibilistic_Inference_Decisions%20%282%29.pdf
https://doi.org/10.1007/978-3-030-86772-0_37
https://hal-cea.archives-ouvertes.fr/cea-03406884/document
https://hal-cea.archives-ouvertes.fr/cea-03406884
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Injecting Inductive Biases into Distributed Representations of Text ...
Prokhorov, Victor. - : Apollo - University of Cambridge Repository, 2021
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Querying knowledge graphs in natural language ...
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Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2021
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DWUG SV: Diachronic Word Usage Graphs for Swedish ...
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DWUG SV: Diachronic Word Usage Graphs for Swedish ...
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DWUG DE: Diachronic Word Usage Graphs for German ...
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RefWUG: Diachronic Reference Word Usage Graphs for German ...
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DWUG EN: Diachronic Word Usage Graphs for English ...
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Αναγνώριση νοηματικής γλώσσας με τεχνικές βαθιάς μηχανικής μάθησης ... : Deep learning based sign language recognition ...
Parelli, Maria. - : National Technological University of Athens, 2021
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Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2021
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RefWUG: Diachronic Reference Word Usage Graphs for German ...
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