spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
ELI5 is a Python library which allows to visualize and debug various Machine Learning models using unified API. It has built-in support for several ML frameworks and provides a way to explain black-box models.
A. Rosenberg, и J. Hirschberg. Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning(EMNLP-CoNLL), стр. 410--420. (2007)
C. Scholz, J. Illig, M. Atzmueller, и G. Stumme. Proceedings of the 25th ACM Conference on Hypertext and Social Media, стр. 279--284. Santiago, Chile, ACM, (сентября 2014)
B. Schäfermeier, T. Hanika, и G. Stumme. 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), November 12--14, 2019, Houston, TX, USA, (2019)
M. Youssef, и A. Agrawala. MobiSys '05: Proceedings of the 3rd international conference on Mobile systems, applications, and services, стр. 205--218. New York, NY, USA, ACM, (2005)
S. Moosavi-Dezfooli, Y. Pignolet, и D. Dzung. Proceedings of the 2016 International Conference on Embedded Wireless Systems and Networks, стр. 41--46. USA, Junction Publishing, (2016)