seujung/gluonnlp_tutorial

GluonNLP tutorial for Pycon2019

Pycon 2019 Tutorial

딥러닝 NLP 손쉽게 따라해보기

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1. MXNet Basic

   • Slide
   • Code
     • Intro to NDArray
     • Basic Deep Learning Model

2. Embedding

   • Slide
   • Code
     • Word Embedding

3. RNN, Attention, BERT with GluonNLP

   • Slide
   • code
     • Intent Classification
     • Entity Tagging
     • NSMC with BERT

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[Reference]

• GluonNLP Tutorial (KDD 2018) : https://kdd18.mxnet.io/
• JSALT 2019 NLP Tutorial: https://jsalt19.mxnet.io/
• Dive into Deep Learning (NLP) : https://www.d2l.ai/chapter_natural-language-processing/index.html
• GluonNLP Official Tutorial : https://gluon-nlp.mxnet.io/examples/index.html