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Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)

This work — Natural Language Processing: A Notebook-Based Introduction by Jie Cao (University of Oklahoma) — is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

CC BY-NC-SA 4.0

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Cao, Jie. Natural Language Processing: A Notebook-Based Introduction. University of Oklahoma, 2026. Licensed under CC BY-NC-SA 4.0.

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Some chapters incorporate or adapt openly licensed third-party materials (for example, illustrations and code from other open resources). Such materials remain under their original licenses; attributions and links are provided within the relevant chapters.

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