Human-AI Cognitive Process Alignment in Scientific Writing

Introduction

This repository includes the visual analytics tool for human-AI cognitive process alignment analysis and all source code for data analysis.

This project was developed by Yilin(Harry) Lu, Shurui Du, and Qianwen Wang.

Project Structure

• visualization: source code for the visual analytical tool
• experiments: source code for the computational experiments of LLM scientific writing
  • inference: source code for the computational experiments for LLM writing intent prediction
  • writing: source code for the computational experiments for LLM simulated writing process
• analyses: source code for the computational experiments for data analyses

Run this project

1. git clone - clone this project
2. cd visualization - change the directory to visualziation folder
3. npm install - install all dependencies
4. npm run dev - run the server