LING-L 665 APPLYING MACHINE LEARNING TECHNIQUES IN COMPUTATIONAL LINGUISTICS (3 CR.)
Introduction to major algorithms in Machine Learning (ML) as well as applications of these techniques to a wide range of CL topics. Course includes an introduction to CL and to W focused on supervised algorithms: decision trees and rule learning. Also considered are applications of ML algorithms to CL problems.
1 classes found
Spring 2025
| Component | Credits | Class | Status | Time | Day | Facility | Instructor |
|---|---|---|---|---|---|---|---|
| LEC | 3 | 9122 | Open | 12:45 p.m.–2:00 p.m. | TR | IF 0119 | Gessler L |
Regular Academic Session / In Person
LEC 9122: Total Seats: 15 / Available: 4 / Waitlisted: 0
Lecture (LEC)
- Above class requires permission of the department.
- Above class meets with CSCI-B 659
L665 is a graduate course that focuses on introducing machine learning techniques used in Computational Linguistics. The course will provide an introduction to machine learning, along with a range of state-of-the-art machine learning algorithms, including neural networks. The approach will be problem-oriented and contain a large practical component in which students will learn how to develop ML approaches to problems in CL, including how to select and extract linguistics features for CL problems. Students will work on a final project on abusive language detection.
The College of Arts