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| @online{vardhan2024embeddings, | |
| title={A Comprehensive Guide to Word Embeddings in NLP}, | |
| author={Vardhan, Harsh}, | |
| year={2024}, | |
| url={https://medium.com/@harsh.vardhan7695/a-comprehensive-guide-to-word-embeddings-in-nlp-ee3f9e4663ed}, | |
| publisher={Medium} | |
| } | |
| @online{turing2022embeddings, | |
| title={A Guide on Word embeddings in NLP}, | |
| author={Turing}, | |
| year={2022}, | |
| url={https://www.turing.com/kb/guide-on-word-embeddings-in-nlp} | |
| } | |
| @online{sarkar2018cbow, | |
| title={Implementing deep learning methods and feature engineering for text data: The Continuous Bag of Words (CBOW)}, | |
| author={Sarkar, D.}, | |
| url={https://www.kdnuggets.com/2018/04/implementing-deep-learning-methods-feature-engineering-text-data-cbow.html}, | |
| publisher={KDnuggets} | |
| } | |
| @misc{word2vec, | |
| title={word2vec}, | |
| url={https://code.google.com/archive/p/word2vec/}, | |
| publisher={Google Code Archive} | |
| } | |
| @online{codeemporium2020bert, | |
| title={BERT Neural Network - EXPLAINED!}, | |
| author={CodeEmporium}, | |
| year={2020}, | |
| url={https://www.youtube.com/watch?v=xI0HHN5XKDo}, | |
| publisher={YouTube} | |
| } | |
| @article{devlin2018bert, | |
| title={BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding}, | |
| author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina}, | |
| year={2018}, | |
| url={https://arxiv.org/abs/1810.04805}, | |
| publisher={arXiv} | |
| } | |
| @book{manning2024llm, | |
| title={Build a large language model (From scratch)}, | |
| publisher={Manning Publications}, | |
| url={https://www.manning.com/books/build-a-large-language-model-from-scratch} | |
| } | |
| @online{rasbt2024llm, | |
| title={LLMs-from-scratch}, | |
| author={Rasbt}, | |
| url={https://github.com/rasbt/LLMs-from-scratch/tree/main/ch02/03_bonus_embedding-vs-matmul}, | |
| publisher={GitHub} | |
| } | |
| @online{chrishayuk2024embeddings, | |
| title={embeddings}, | |
| author={Chrishayuk}, | |
| url={https://github.com/chrishayuk/embeddings/tree/main}, | |
| publisher={GitHub} | |
| } | |
| @misc{Mikolov_Chen_Corrado_Dean_2013, | |
| title={Efficient estimation of word representations in vector space}, | |
| url={https://arxiv.org/abs/1301.3781}, | |
| journal={arXiv.org}, | |
| author={Mikolov, Tomas and Chen, Kai and Corrado, Greg and Dean, Jeffrey}, | |
| year={2013} | |
| } |