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pro vyhledávání: '"Pogrebnyakov, Nicolai"'
Transfer learning methods, and in particular domain adaptation, help exploit labeled data in one domain to improve the performance of a certain task in another domain. However, it is still not clear what factors affect the success of domain adaptatio
Externí odkaz:
http://arxiv.org/abs/2106.04641
Inspired by the inductive transfer learning on computer vision, many efforts have been made to train contextualized language models that boost the performance of natural language processing tasks. These models are mostly trained on large general-doma
Externí odkaz:
http://arxiv.org/abs/2102.05757
Autor:
Pogrebnyakov, Nicolai
Product name recognition is a significant practical problem, spurred by the greater availability of platforms for discussing products such as social media and product review functionalities of online marketplaces. Customers, product manufacturers and
Externí odkaz:
http://arxiv.org/abs/1812.04662
Publikováno v:
Proceedings of the 5th IEEE International Conference on Big Data, Boston, MA, USA, December 11-14, 2017
Classification of social media posts in emergency response is an important practical problem: accurate classification can help automate processing of such messages and help other responders and the public react to emergencies in a timely fashion. Thi
Externí odkaz:
http://arxiv.org/abs/1801.00801
Thesis (Ph.D.)--Pennsylvania State University, 2008.
Mode of access: World Wide Web. Thesis advisor: Carleen F. Maitland.
Mode of access: World Wide Web. Thesis advisor: Carleen F. Maitland.
Akademický článek
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Didn’t roger that: Social media message complexity and situational awareness of emergency responders
Publikováno v:
In International Journal of Information Management June 2018 40:166-174
Autor:
Pogrebnyakov, Nicolai
Publikováno v:
MIR: Management International Review, 2017 Jan 01. 57(1), 37-64.
Externí odkaz:
https://www.jstor.org/stable/44984697
Publikováno v:
In Journal of Engineering and Technology Management January-March 2017 43:67-82
Publikováno v:
info, 2013, Vol. 15, Issue 4, pp. 23-42.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/info-06-2012-0028