LING 575 H: Topics in Computational Linguistics

Spring 2025
Meeting:
M 3:30pm - 5:50pm / ART 004
SLN:
16394
Section Type:
Seminar
Joint Sections:
LING 575 G , LING 575 I
Instructor:
CONVERSATIONAL AI SYSTEMS: TEXT AND VOICE. RECOMMENDED PREP: TAKEN OR TAKING LING 550 & LING 570~573. ONLINE. FOR CLMS STUDENTS ONLY. OTHER STUDENTS, CONTACT PHONEME@UW.EDU FOR ASSISTANCE.
Syllabus Description (from Canvas):

LING 575 G/H/I: Conversational Agents (SPR 2025, 3 cr)

Instructor: Leanne Rolston, Ph.D. (she/her)

E-mail: rolston@uw.edu

Zoom link: https://washington.zoom.us/s/95681532499

Class Website: https://canvas.uw.edu/courses/1801681

Class Time:  Monday, 3:30-5:50 ART004

Office Hours: Monday, 1:00-3:00 GUG, place TBD, or by appointment

Course Description

This course is an introduction to conversational AI systems for task-oriented, informational, and social conversations with machines, both via text and voice, with a focus on how text and voice differ as conversation mediums. 

This class will involve lectures, reading-group style readings, labs and/or journals, and a final project/presentation.

 

NOTE: Course recordings will be linked to the syllabus by Noon on Tuesday.

Planned Course Schedule
Week Topics Homework Recording
1: March 31
  • Introductions
  • Course Outline
  • Brief history of:
    • Spoken Dialogue Systems
    • ASR/STT
  • Challenges of Speech vs Text
  • Challenges of Dialogue vs Prose
  • High-level System Architecture

Homework:

Chat with a bot!

Introductions

 

03/31

Slides

2: April 7
  • Linguistics of Dialogue
  • Dialogue System Types

Readings:

Article: No One Knows What an AI Agent Is

McTear: Chapter 1-1.3

04/07

(From 1:15 onward, we were building a bot together, will explain later, but feel free to stop there)

 Slides

3:  April 14
  • Dialogue Management

Homework:

Let's Build a bot!

Video:

Survey of DST

 

04/14

Slides

4: April 21
  • Evaluation & Data Collection

Readings:

Corpora

PARADISE

Homework:

Bot idea

Project idea

5: April 28
  • Conversational AI & LLMs
  • Ethics, Safety & Privacy
Video: The Great Chatbot Debate: Do LLMs Really Understand?
6: May 5
  • ASR / TTS
7: May 12
  • Open Challenges
    • Repair & recovery
    • Emotion
    • Abuse
    • Reasoning
8: May 19
  • Industry panel?
May 26 MEMORIAL DAY
9: June 2
  • Project Presentations

 

Catalog Description:
In-depth study of a particular area of computational linguistics, with hands-on experience. Prerequisite: LING 570 and 571, or permission of instructor. Offered: WSp.
Credits:
3.0
Status:
Active
Last updated:
April 16, 2025 - 8:08 am