개요

• 본 레포는 자연어 처리 + torch 스터디를 위한 레포입니다.

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Paper

• torch, torchtext만 사용하여 패키지 형태로 논문 그대로 재현하기
• 기간 : 2021.01.06~2021.06.30

Contents

순번	paper	시작일자	arxiv	code reference
01	Convolutional Neural Networks for Sentence Classification	0106	https://arxiv.org/abs/1408.5882	https://github.com/bentrevett/pytorch-sentiment-analysis/blob/master/4%20-%20Convolutional%20Sentiment%20Analysis.ipynb
02	Sequence to Sequence Learning with Neural Networks	0201	https://arxiv.org/abs/1409.3215	https://github.com/bentrevett/pytorch-seq2seq/blob/master/1%20-%20Sequence%20to%20Sequence%20Learning%20with%20Neural%20Networks.ipynb
02	Neural Machine Translation by Jointly Learning to Alignt and Translate	0301	https://arxiv.org/pdf/1409.0473.pdf	https://github.com/bentrevett/pytorch-seq2seq/blob/master/3%20-%20Neural%20Machine%20Translation%20by%20Jointly%20Learning%20to%20Align%20and%20Translate.ipynb
03	Attention is All You Need	0401	https://arxiv.org/abs/1706.03762	https://github.com/bentrevett/pytorch-seq2seq/blob/master/6%20-%20Attention%20is%20All%20You%20Need.ipynb
04	ELMo	0401	https://arxiv.org/abs/1802.05365
05	BERT	0401	https://arxiv.org/abs/1810.04805