Conversational AI Design and Practice
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  • Preface
    • Syllabus
    • Schedule
  • 0. Getting Started
    • 0.1. Environment Setup
    • 0.2. Quiz
  • 1. Exploration
    • 1.1. Overview
    • 1.2. Project Ideas
    • 1.3. Quiz
  • 2. Dialogue Graph
    • 2.1. Emora STDM
    • 2.2. State Transition
    • 2.3. Matching Strategy
    • 2.4. Multi-turn Dialogue
    • 2.5. Quiz
  • 3. Contextual Understanding
    • 3.1. Natex
    • 3.2. Ontology
    • 3.4. Regular Expression
    • 3.5. Macro
    • 3.5. Quiz
  • 4. Interaction Design
    • 4.1. State Referencing
    • 4.2. Advanced Interaction
    • 4.3. Compound States
    • 4.4. Global Transition
    • 4.5. Saving and Loading
    • 4.6. Quiz
  • 5. LM-based Matching
    • 5.1. Language Models
    • 5.2. Quickstart with GPT
    • 5.3. Information Extraction
    • 5.4. Quiz
  • 6. Conversational Analysis
    • 6.1. H2H vs. H2M
    • 6.2. Team Evaluation
    • 6.3. Quiz
  • Project
    • Projects
    • Proposal Guidelines
    • Final Report Guidelines
  • Supplements
    • LINC Course
    • Page 1
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  1. Preface

Schedule

Spring 2023

Date
Topic
Assignment

01/11

01/16

MLK Holiday

01/18

01/23

(Continue)

01/25

01/30

(Continue)

02/01

02/06

(Continue)

02/08

(Continue)

02/13

02/15

(Continue)

02/20

(Continue)

02/22

02/27

(Continue)

03/01

(Continue)

03/06

Spring Break

03/08

Spring Break

03/13

03/15

(Continue)

LINC 2

03/20

(Continue)

03/22

Review

03/27

(Continue)

03/29

(Continue)

04/03

04/05

(Continue)

04/10

(Continue)

04/12

04/17

(Continue)

04/19

(Continue)

Project

04/24

Live Demonstrations

LINC 3

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0. Getting Started
Quiz 0
1. Exploration
Quiz 1
2. Dialogue Graph
Quiz 2
3. Contextual Understanding
Quiz 3
4. Interaction Design
Quiz 4
Project Proposals
Proposal
5. LM-based Matching
Quiz 5
6. Conversational Analysis
Quiz 6
Project Presentations