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Actually, that's not a single article, but a whole book (kind of): 1. Word Embeddings (this article) 2. Text Classification https://lena-voita.github.io/nlp_
by nalgeon 5y ago
Actually, that's not a single article, but a whole book (kind of):
1. Word Embeddings (this article)
2. Text Classification
https://lena-voita.github.io/nlp_course/text_classification.html https://lena-voita.github.io/nlp_course/text_classification....
3. Language Modeling
https://lena-voita.github.io/nlp_course/language_modeling.html https://lena-voita.github.io/nlp_course/language_modeling.ht...
4. Seq2Seq and Attention
https://lena-voita.github.io/nlp_course/seq2seq_and_attention.html https://lena-voita.github.io/nlp_course/seq2seq_and_attentio...
5. ELMo, GPT, BERT
https://lena-voita.github.io/nlp_course/transfer_learning.html https://lena-voita.github.io/nlp_course/transfer_learning.ht...
All by Lena Voita, who has a real talent for explaining complex stuff.