AI & Computer Science · AI Books
Introduction to Natural Language Processing (Jacob Eisenstein)
LISTEN TO THIS EPISODE
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.
Read about the original source: Introduction to Natural Language Processing
Part of Marginalia: books, papers, and ideas for learning and debate.