Research of technology of natural language processing and machine learning through chat-bot creation by Python means.
Keywords:
Bi Encoder, GloVe, python, chat-bot, Word2Vec, artificial intelligence, neural networks, Tensorflow
Abstract
The article discusses modern technologies for building a chat-bot application, in particular, researched the effectiveness of using natural language processing algorithms, machine learning, and the use of a new, more productive neural network architecture.
References
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J. Cuzzola, J. Jovanovic, E. Bagheri and D. Gasevic, "Evolutionary fine-tuning of automated semantic annotation systems", Expert Systems with Applications, 42, 2015, pp. 6864-6877.
Russell, Stuart J.; Norvig, Peter (2003), Artificial Intelligence: A Modern Approach (2nd ed.), Upper Saddle River, New Jersey: Prentice Hall, ISBN 0-13-790395-2, page 939.
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Xingjian Shi; Zhourong Chen; Hao Wang; Dit-Yan Yeung; Wai-kin Wong; Wang-chun Woo. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting. Proceedings of the 28th International Conference on Neural Information Processing Systems : journal. — 2015. — P. 802—810.
Bartsev SI, Gilev SE, Okhonin VA, The principle of duality in the organization of adaptive information processing networks, In: Dynamics of chemical and biological systems. - Novosibirsk: Science, 1989. - P. 6-55.
J. Cuzzola, J. Jovanovic, E. Bagheri and D. Gasevic, "Evolutionary fine-tuning of automated semantic annotation systems", Expert Systems with Applications, 42, 2015, pp. 6864-6877.
Russell, Stuart J.; Norvig, Peter (2003), Artificial Intelligence: A Modern Approach (2nd ed.), Upper Saddle River, New Jersey: Prentice Hall, ISBN 0-13-790395-2, page 939.
Principles of Neurodynamic: Perceptrons and the Theory of Brain Mechanisms. — М.: , 1965. — 480 с.
Xingjian Shi; Zhourong Chen; Hao Wang; Dit-Yan Yeung; Wai-kin Wong; Wang-chun Woo. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting. Proceedings of the 28th International Conference on Neural Information Processing Systems : journal. — 2015. — P. 802—810.
Bartsev SI, Gilev SE, Okhonin VA, The principle of duality in the organization of adaptive information processing networks, In: Dynamics of chemical and biological systems. - Novosibirsk: Science, 1989. - P. 6-55.
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Published
2019-12-28
How to Cite
Lavrenchuk, S., & Iliushyk, R. (2019). Research of technology of natural language processing and machine learning through chat-bot creation by Python means . COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION, (37), 36-42. https://doi.org/10.36910/6775-2524-0560-2019-37-6
Section
Computer science and computer engineering
