Foundations of NLP

Recommended texts

The following texts are useful, but none are required. All can be read free online.

1. Dan Jurafsky and James H. Martin. Speech and Language Processing
2. Jacob Eisenstein. Natural Language Processing
3. Yoav Goldberg. A Primer on Neural Network Models for Natural Language Processing
4. Delip Rao and Brian McMahan. Natural Language Processing With PyTorch
5. Lewis Tunstall, Leandro von Werra, and Thomas Wolf. Natural Language Processing with Transformers Book
6. Sebastian Raschka. Build a Large Language Model (From_Scratch)

Journals

Journal of Computational Linguistics, Transactions of the Association for Computational Linguistics, Journal of Information Retrieval, Journal of Machine Learning.

Conferences

ACL conferences, EACL, EMNLP, NAACL, COLING, IJCNLP, SIGIR, WWW, ICON.