Word Embeddings - EXPLAINED!
Let's talk word embeddings in NLP!
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RESOURCES
[1 🔎] A Neural Probabilistic Language Model (Bengio et al., 2003): https://www.jmlr.org/papers/volume3/b...
[2 🔎] Fast Semantic Extraction Using a Novel Neural Network Architecture (Collobert et al., 2008): https://aclanthology.org/P07-1071.pdf
[3 🔎] Word2Vec: https://arxiv.org/pdf/1301.3781.pdf
[4 🔎] ELMo: https://arxiv.org/abs/1802.05365
[5 🔎] Transformer Paper: https://arxiv.org/pdf/1706.03762.pdf
[6 🔎] BERT video: • BERT Neural Network - EXPLAINED!
[7 🔎] BERT Paper: https://arxiv.org/abs/1810.04805
[8 🔎] ChatGPT: https://openai.com/blog/chatgpt
PLAYLISTS FROM MY CHANNEL
⭕ Transformers from scratch playlist: • Self Attention in Transformer Neural ...
⭕ ChatGPT Playlist of all other videos: • ChatGPT
⭕ Transformer Neural Networks: • Natural Language Processing 101
⭕ Convolutional Neural Networks: • Convolution Neural Networks
⭕ The Math You Should Know : • The Math You Should Know
⭕ Probability Theory for Machine Learning: • Probability Theory for Machine Learning
⭕ Coding Machine Learning: • Code Machine Learning
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