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Podcast: DataTalks.Club
Episode: Leading NLP Teams - Ivan Bilan
Description: We talked about:
Ivan’s role at Personio
Ivan’s background
Studying technical management
Managing a software team
NLP teams
NLP engineers
Becoming an NLP engineer
Computer vision
NLP engineer vs ML engineer
Conversational designers
Linguistics outside of chatbots
When does a team need an NLP engineer or a linguist?
The future of NLP
NLP pipelines
GPT-3
Problems of GPT-3
Does GPT-3 make everything obsolete?
What NLP actually is?
Does NLP solve problems better than humans?
State of language translation
NLP Pandect
Links:
https://github.com/ivan-bilan/The-NLP-Pandect
https://github.com/ivan-bilan/The-Engineering-Manager-Pandect
https://github.com/ivan...