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An AI-based approach for decision-making in Hybrid E-rehabilitation ...
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An AI-based approach for decision-making in Hybrid E-rehabilitation ...
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malakhovks/docsim: v1.0.3, 31.10.2021 ...
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Abstract:
docsim/UkrVectōrēs - An NLU-Powered tool for knowledge discovery, classification, diagnostics and prediction. Features You can think about docsim/UkrVectōrēs as a kind of "cognitive-semantic calculator". The online toolkit docsim/UkrVectōrēs covers the following elements of distributional analysis: calculate semantic similarity between pairs of words; find words semantically closest to the query word; apply simple algebraic operations to word vectors (addition, subtraction, finding average vector for a group of words and distances to this average value); draw semantic maps of relations between input words (it is useful to explore clusters and oppositions, or to test your hypotheses about them); get the raw vectors (arrays of real values) and their visualizations for words in the chosen model; download default models; use other prognostic models distributive semantics freely distributed, by adjusting the configuration file. Dependencies Python 3.8.6+; gensim 3.8.3; Flask 1.1.2; Flask-CORS 3.0.9; uWSGI ... : {"references": ["Palagin O.V., Velychko V.YU., Malakhov K.S., Shchurov O.S. (2020) Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach. In: Proceedings of the 12th International Conference of Programming UkrPROG 2020. CEUR Workshop Proceedings 2866. Kyiv, Ukraine, September 15-16, 2020. Available from: http://ceur-ws.org/Vol-2866/ceur_342-352palagin34.pdf"]} ...
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Keyword:
computational linguistics; docsim; fasttext; gensim; language; nlp; nlu; Ukraine; ukrainian; ukrainian language; UkrVectōrēs; white book; word embeddings; word2vec
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URL: https://dx.doi.org/10.5281/zenodo.5632232
https://zenodo.org/record/5632232
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Information technology and integrated tools for support of smart systems research design ...
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