The ultimate guide to chatbot analytics. Find out what bot metrics and KPIs you should measure and discover easy ways to optimize your chatbot performance.
Perplexity is a useful metric to evaluate models in Natural Language Processing (NLP). This article will cover the two ways in which it is normally defined and the intuitions behind them. A language…
This quote from Charity Majors is probably the best summary of the current state of observability in the tech industry - a total, mass confusion. Everyone is confused. What is a trace? What is a span? Is log line a span? Do I need traces if I have logs? Why I need traces if I have great metrics?
A. Schein, A. Popescul, L. Ungar, and D. Pennock. Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, page 253--260. New York, NY, USA, ACM, (2002)
B. Dufour, K. Driesen, L. Hendren, and C. Verbrugge. Proceedings of the 18th Annual ACM SIGPLAN Conference on Object-oriented Programing, Systems, Languages, and Applications, page 149--168. ACM, (2003)
A. Rosà, L. Chen, and W. Binder. Proceedings of the 2016 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, page 36--46. ACM, (2016)
P. Kaur, M. Sachdeva, and G. Kaur. International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), 2 (5):
37-44(October 2012)
A. Pacheco, L. Machado, {. Yanai, S. Lopes, and A. Medeiros. 9ª Conferência Luso Brasileira sobre Acesso Aberto, Lisboa, Associacão Portuguesa de Bibliotecários, Arquivista e Documentalistas, (October 2018)
O. Zagovora, K. Weller, M. Janosov, C. Wagner, and I. Peters. (2018)cite arxiv:1809.06299Comment: Paper presented at 23rd International Conference on Science and Technology Indicators (STI 2018) in Leiden, The Netherlands.
G. Schröder, M. Thiele, and W. Lehner. Proceedings of the Workshop on User-Centric Evaluation of Recommender Systems and Their Interfaces, page 78--85. Chicago, USA, CEUR-WS, (October 2011)
J. Choi, A. Khlif, and E. Epure. Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA), page 23--27. Online, Association for Computational Linguistics, (2020)
J. Choi, A. Khlif, and E. Epure. Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA), page 23--27. Online, Association for Computational Linguistics, (2020)