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Universal language models: research frontier an...
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LINE Developers
August 27, 2019
Technology
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Universal language models: research frontier and application to real services
AIプロダクトショーケース -AIを実装したプロダクトの技術大公開
https://techplay.jp/event/741962
での登壇資料です
LINE Developers
August 27, 2019
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Transcript
AI 2019/08/27 Tung
Nguyen, LINE/Clova NLP
Agenda • • # " • !$
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BERTology ≒ Transformer + Task setting • • total_loss =
masked_lm_loss + next_sentence_loss • Span masking in [SpanBERT] 3 levels masking in []
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• # 2 - - parameters 94M 110M 340M
110M 1B
• # • OOM: https://github.com/google-research/bert#out-of-memory-issues 2 - - parameters
94M 110M 340M 110M 1B Hidden Technical Debt in Machine Learning Systems (D Scully et al @Google)
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