/cis700-interactive-fic-and-text-gen

CIS 700-001 Interactive Fiction and Text Generation by CCB and Lara Martin

Primary LanguageJupyter Notebook

CIS 700-001 Interactive Fiction and Text Generation

Course Website; by Chris Callison-Burch and Lara Martin | Course Project

HW1 - Build a Text-Adventure Game

Build the skeleton of a text adventure game and use pixray to visulize the compoenents given descriptions - website, repo

HW2 - Generating Descriptions

Fine-tuning GPT-3 of different game modules to generate a text adventure game - webiste, folder

HW3 - Plot Graph Generation

Given stories (several sentences each story) of the same topic, cluster sentences to be nodes and compute node-wise confidence score to determine edges, then use them to plot and improve the plot graph - webiste, folder

HW4 - Convert WikiHow to PDDL

Given WikiHow article, convert it to planning format via PDDL, which can be automated by GPT-3 - website, folder

HW5 - COMET-ATOMIC Schema

Given sequential sentences of a story, the system can parse the entities and generate the schema by COMET-ATOMIC, a commonsense knowledge graph - website, folder

HW6 - Alexa Action Castle

Converted HW1's self-built game to task-oriented dialog system via Alexa - website, folder