OMSCS Seminar: Human Centered LLM

  • Overview
  • Course Content
  • Requirements & Materials
Overview

OMSCS Seminar: Human Centered LLM

Course Description

As Large Language Model (LLM) technologies continue to advance in complexity, their application domains are increasingly broad. This seminar delves into the realm of LLMs, focusing on how we can apply key concepts of Human-Computer Interaction (HCI) to LLM research. Students will read both foundational and cutting-edge papers and participate in weekly discussions to further explore the topics of AI. We will explore how these topics can be applied to advancements in both industry and research settings. Topics include user-centered design of LLMs, ethics, and accessibility of AI, as well as topics related to student interests. Classes will cover theoretical foundations, as well as provide a practical framework for students to develop a comprehensive research proposal. Students will have the opportunity to explore their own interests as part of a course-long investigation of a novel application of AI.

Course Content

This course will focus on student interaction and participation in synchronous and asynchronous discussions. We encourage you to set your own learning goals and critically evaluate your own participation.

  • Weeks 1-3
    • Intro to LLMs
    • Intro to HCI
    • Researcher Lecture
  • Weeks 4-6
    • Methods: What to Design
    • Methods: LLM Design
    • Researcher Lecture
  • Weeks 7-9
    • Evaluation: Usability
    • Evaluation: Alignment
    • Researcher Lecture
  • Weeks 10-12
    • Researcher Lecture
    • Spring Break
    • Ethics
  • Weeks 13-15
    • Equity and Accessibility
    • Researcher Lecture
    • Student Presentations
Requirements & Materials

Materials

PROVIDED (Student will receive):

All content is available on Canvas.

Session Details

Who Should Attend

This seminar is designed for OMSCS students and alumni interested in the design, impact, and ethical implications of large language models (LLMs). It is ideal for learners from computer science, HCI, education, digital health, or social sciences fields who want to explore how LLMs can be designed to serve people across diverse settings. No prior experience with LLM development is required.

Computer science students coding on computers

What You Will Learn

  • Challenges of designing for LLMs, ways to design around these challenges, and approaches to evaluating design
  • One to two significant issues around the intersection of equity, accessibility, ethics, and LLMs
  • Development and proposal for a unique LLM design, applied to an meaningful area for the student
Female professional in computer science lab looking at tablet

How You Will Benefit

  • Understand the basic construction and function of LLMs in layperson’s terms.
  • Understand the basic process of human-centered technology design.
  • Develop a critical, human-centered lens on LLM design and application.
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    Grow Your Professional Network
  • Taught by Experts in the Field icon
    Taught by Experts in the Field

TRAIN AT YOUR LOCATION

We enable employers to provide specialized, on-location training on their own timetables. Our world-renowned experts can create unique content that meets your employees' specific needs. We also have the ability to deliver courses via web conferencing or on-demand online videos. For 15 or more students, it is more cost-effective for us to come to you.

  • Save Money
  • Flexible Schedule
  • Group Training
  • Customize Content
  • On-Site Training
  • Earn a Certificate
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