Fall 2024 Computer Science W4705 section 001

NATURAL LANGUAGE PROCESSING

NATURAL LANGUAGE PROCESSI

Call Number 11953
Day & Time
Location
F 10:10am-12:40pm
417 International Affairs Building
Points 3
Grading Mode Standard
Approvals Required None
Instructor Daniel Bauer
Type LECTURE
Method of Instruction In-Person
Course Description

Computational approaches to the analysis, understanding, and generation of natural language text at scale. Emphasis on machine learning techniques for NLP, including deep learning and large language models. Applications may include information extraction, sentiment analysis, question answering, summarization, machine translation, and conversational AI. Discussion of datasets, benchmarking and evaluation, interpretability, and ethical considerations.
Due to significant overlap in content, only one of COMS 4705 or Barnard COMS 3705BC may be taken for credit.

Web Site Vergil
Department Computer Science
Enrollment 253 students (275 max) as of 9:05PM Tuesday, April 29, 2025
Subject Computer Science
Number W4705
Section 001
Division Interfaculty
Open To Barnard College, Business, Columbia College, Engineering:Undergraduate, Engineering:Graduate, GSAS, General Studies, Journalism
Section key 20243COMS4705W001