Implementations of Popular NLP Deep Learning Algorithms

1. (Completed)CBOW and Skip-gram
   • Theory
   • Orignal Paper
2. (TODO)Convolutional Neural Network for Sentence Classification
3. (TODO)Character-lever Convolutional Neural Netword for Sentence Classfication
4. (TODO)Implementation of LSTM Cell and show how its better than RNN
5. (TODO)Character-Aware Neural Language Models
6. (TODO)Neural Machine Translation by Jointly Learning to Align and Translate
7. (TODO)A Neural Conversation Model
8. (TODO)Attention is all you need
9. (TODO)Deep contextualized word representations (EMLO)
10. (TODO)BERT

Upcoming Papers

1. (ETA 12/13) Towards Debiasing Sentence Representations

Resources

1. http://masatohagiwara.net/100-nlp-papers/ : 100 must read papers on NLP
2. ACL Accepted Paper : https://acl2020.org/program/accepted/