NLP Resources & Tools

Comprehensive collection of learning materials, software tools, datasets, and publications for Natural Language Processing.

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Essential NLP Resources

📘 Books & Courses

"Speech and Language Processing"

Daniel Jurafsky & James H. Martin - Comprehensive textbook on NLP fundamentals and applications.

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Coursera: NLP Specialization

Course by deeplearning.ai covering core NLP concepts and practical implementations.

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🛠 Tools & Frameworks

spaCy

Industrial-strength NLP library for parsing and processing text in Python.

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Hugging Face Transformers

Library for pre-trained NLP models including BERT, GPT, and T5.

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📄 Papers & Publications

"Attention Is All You Need"

The landmark paper introducing the Transformer architecture.

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ACL Anthology

Repository of all academic papers published at the Association for Computational Linguistics.

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NLP Community & Events

ACL Conferences

Premier academic conference for NLP research with peer-reviewed presentations.

Kaggle NLP Competitions

Practical challenges for applying NLP techniques to real-world problems.