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Jeremy Howard

fastai: A Layered API for Deep Learning

Feb 16, 2020
Jeremy Howard, Sylvain Gugger

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MultiFiT: Efficient Multi-lingual Language Model Fine-tuning

Sep 10, 2019
Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard

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* Proceedings of EMNLP-IJCNLP 2019

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Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction

Jul 06, 2019
Bobak Farzin, Piotr Czapla, Jeremy Howard

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* IberLEF 2019 Workshop

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Universal Language Model Fine-Tuning with Subword Tokenization for Polish

Oct 24, 2018
Piotr Czapla, Jeremy Howard, Marcin Kardas

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* PolEval 2018 Workshop

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The Matrix Calculus You Need For Deep Learning

Jul 02, 2018
Terence Parr, Jeremy Howard

* PDF version of mobile/web friendly version http://explained.ai/matrix-calculus/index.html

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Universal Language Model Fine-tuning for Text Classification

May 23, 2018
Jeremy Howard, Sebastian Ruder

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* ACL 2018, fixed denominator in Equation 3, line 3

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