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02/11/2020
fastai: A Layered API for Deep Learning
fastai is a deep learning library which provides practitioners with high...
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09/10/2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
Pretrained language models are promising particularly for low-resource l...
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07/06/2019
Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction
Our entry into the HAHA 2019 Challenge placed 3^rd in the classification...
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10/24/2018
Universal Language Model Fine-Tuning with Subword Tokenization for Polish
Universal Language Model for Fine-tuning [arXiv:1801.06146] (ULMFiT) is ...
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02/05/2018
The Matrix Calculus You Need For Deep Learning
This paper is an attempt to explain all the matrix calculus you need in ...
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01/18/2018