Let's talk about how convolution is used in NLP
Medium Article for this video: https://medium.com/p/573d0329cc37#e45e-15748eb5fa7d
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PAPERS
[1 🔎] Phoneme detection paper with Time Delay Neural Networks: https://www.cs.toronto.edu/~fritz/absps/waibelTDNN.pdf
[2 🔎] TDNN rise again in 2011: https://www.jmlr.org/papers/volume12/collobert11a/collobert11a.pdf
[3 🔎] A Neural Probabilistic Language Model (Bengio et al., 2003): https://www.jmlr.org/papers/volume3/bengio03a/bengio03a.pdf
[4 🔎] Dynamic Convolution Neural Networks: https://arxiv.org/pdf/1404.2188.pdf
USEFUL VIDEOS
[1 🔴] Word2Vec video: https://youtu.be/9S0-OC4LFNo
[2 🔴] LSTM Video: https://www.youtube.com/watch?v=QciIcRxJvsM
[3 🔴] Transformer Video: https://www.youtube.com/watch?v=TQQlZhbC5ps
[4 🔴] BERT video: https://www.youtube.com/watch?v=xI0HHN5XKDo
[5 🔴] ChatGPT video: https://youtu.be/NpmnWgQgcsA
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