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🍃 This repo contains my paper reading notes on NLP and some toy project code, kaggle writeups etc.

Paper reading notes

Title Field Time Report link Time I started Status
[NeurIPS 2017] Attention Is All You Need NLP 2017 https://bcli.me/blog/transformer 2021/12/11 Done
[NAACL 2019] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NLP 2018 https://bcli.me/blog/bert 2021/12/15 Done
[NeurIPS 2014] Sequence to Sequence Learning with Neural Networks NLP 2014 https://bcli.me/blog/seq2seq 2022/1/21 Done
[ICLR 2018] Non-Autoregressive Neural Machine Translation NLP 2018 https://bcli.me/blog/nonauto 2022/1/24 60%
[ICLR 2019] Parameter-Efficient Transfer Learning for NLP NLP 2019 https://bcli.me/blog/petl - Pending
[ICLR 2018] Unsupervised Neural Machine Translation NLP 2018 https://bcli.me/blog/unsupervised-NMT - Pending
more to be added

写 blog 的时候如未特殊说明则为从约为零基础开始。在 blog post 中我会把我为了理解文中一些比较 specific 的概念找到的相对容易理解的原出处贴到文中,方便查阅,且不再重复阐述。

关于为啥要写进度:随时 Update 下证明我不会咕掉...

kaggle

Acknowledgements

https://github.com/mli/paper-reading

https://www.deeplearningbook.org/