Natural Language Processing

This course presents topics in natural language processing with an emphasis on modern techniques, primarily focusing on statistical and deep learning approaches. The course provides an overview of the primary areas of research in language processing as well as a detailed exploration of the models and techniques used both in research and in commercial natural language systems.

AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
cover image

Foundations of statistical natural language processing

Christopher D. Manning, Hinrich Schütze

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.094.03.2 1999 11 / 3 Natural Language Processing Available
Textbook.M.094.03.3 1999 11 / 3 Natural Language Processing Available
Textbook.M.094.03.4 1999 11 / 3 Natural Language Processing Available
Textbook.M.094.03.5 1999 11 / 3 Natural Language Processing Available
Textbook.M.094.03.1 1999 11 / 3 Natural Language Processing On-site use only
AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
cover image

Speech and language processing

An introduction to natural language processing, computational linguistics, and speech recognition

Daniel Jurafsky, James H. Martin

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.094.02.10 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.11 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.12 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.2 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.3 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.4 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.5 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.6 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.7 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.8 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.9 2009 11 / 3 Natural Language Processing Available
Textbook.M.094.02.1 2009 11 / 3 Natural Language Processing On-site use only
Textbook.M.094.05.1 2009 11 / 3 Natural Language Processing Unavailable
Textbook.M.094.05.2 2009 11 / 3 Natural Language Processing Unavailable
AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
ONLINE VERSION
cover image

Statistical machine translation

Philipp Koehn

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.094.01.2 2010 11 / 3 Natural Language Processing Available
Textbook.M.094.01.1 2010 11 / 3 Natural Language Processing On-site use only
AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
cover image

Introduction to natural language processing

Jacob Eisenstein

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.094.04.3 2019 11 / 3 Natural Language Processing Available
Textbook.M.094.04.4 2019 11 / 3 Natural Language Processing Available
Textbook.M.094.04.5 2019 11 / 3 Natural Language Processing Available
Textbook.M.094.04.6 2019 11 / 3 Natural Language Processing Available
Textbook.M.094.04.1 2019 11 / 3 Natural Language Processing On-site use only
Textbook.M.094.04.2 2019 11 / 3 Natural Language Processing 10.11.2025 Unavailable