Word Embeddings - EXPLAINED!

Let's talk word embeddings in NLP! SPONSOR Get 20% off and be apart of a Premium Software Engineering Community for career advice and guidance: https://www.jointaro.com/r/ajayh486/ ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 📚 Medium Blog: https://medium.com/@dataemporium 💻 Github: https://github.com/ajhalthor 👔 LinkedIn: https://www.linkedin.com/in/ajay-halthor-477974bb/ RESOURCES [1 🔎] A Neural Probabilistic Language Model (Bengio et al., 2003): https://www.jmlr.org/papers/volume3/bengio03a/bengio03a.pdf [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: https://www.youtube.com/watch?v=xI0HHN5XKDo [7 🔎] BERT Paper: https://arxiv.org/abs/1810.04805 [8 🔎] ChatGPT: https://openai.com/blog/chatgpt PLAYLISTS FROM MY CHANNEL ⭕ Transformers from scratch playlist: https://www.youtube.com/watch?v=QCJQG4DuHT0&list=PLTl9hO2Oobd97qfWC40gOSU8C0iu0m2l4 ⭕ ChatGPT Playlist of all other videos: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ ⭕ Transformer Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE ⭕ Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74 ⭕ The Math You Should Know : https://youtube.com/playlist?list=PLTl9hO2Oobd-_5sGLnbgE8Poer1Xjzz4h ⭕ Probability Theory for Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V ⭕ Coding Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd82vcsOnvCNzxrZOlrz3RiD