تعدادی از منابع خوب در زمینه پردازش زبان طبیعی و پردازش متن:
1. Natural Language Processing with Python. by Steven Bird, Ewan Klein and Edward Loper.
2. Foundations of Statistical Natural Language Processing. by Christopher Manning and Hinrich Schütze.
3. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition. by Dan Jurafsky and James H. Martin
4. The Oxford Handbook of Computational Linguistics. by Ruslan Mitkov
5. Text Mining with R. by Julia Silge and David Robinson.
6. Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies). by Yoav Goldberg , Graeme Hirst
7. Taming Text. by Grant Ingersoll, Thomas Morton and Drew Farris.
8. Deep Learning in Natural Language Processing. by Li Deng, Yang Liu
9. Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning. by Benjamin Bengfort , Rebecca Bilbro , Tony Ojeda
10. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build
#nlp #natural #language #process #machinelearning #deeplearning #text
@pythonicAI
1. Natural Language Processing with Python. by Steven Bird, Ewan Klein and Edward Loper.
2. Foundations of Statistical Natural Language Processing. by Christopher Manning and Hinrich Schütze.
3. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition. by Dan Jurafsky and James H. Martin
4. The Oxford Handbook of Computational Linguistics. by Ruslan Mitkov
5. Text Mining with R. by Julia Silge and David Robinson.
6. Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies). by Yoav Goldberg , Graeme Hirst
7. Taming Text. by Grant Ingersoll, Thomas Morton and Drew Farris.
8. Deep Learning in Natural Language Processing. by Li Deng, Yang Liu
9. Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning. by Benjamin Bengfort , Rebecca Bilbro , Tony Ojeda
10. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build
#nlp #natural #language #process #machinelearning #deeplearning #text
@pythonicAI