Natural Language Processing (Eisenstein)

Series: AI Books · Book deep dive

Introduction to Natural Language Processing — Jacob Eisenstein

Jacob Eisenstein introduces computational methods for understanding, generating, and manipulating language.

The book establishes machine-learning tools before applying them to text analysis.

Sequences, trees, and graphs provide structured representations of linguistic information.

Accounts of meaning range from formal logic to neural word embeddings.

Applications include information extraction, machine translation, and text generation.

Publication source

Explore: AI & Computer Science · Language & Linguistics

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