Evaluating Modular Dialogue System for Form Filling Using Large Language Models

Publication

This is the official Git repository page for the paper:

Hakimov, S., Weiser, Y., and Schlangen, D., (2023). Evaluating Modular Dialogue System for Form Filling Using Large Language Models. Proceedings of the Workshop on Simulation of Conversational Intelligence in Chat (SCI-CHAT) at EACL 2024 PDF

This repository contains the code to run the system described in the paper. The system was tested in a Linux environment with Python 3.8+ and a single Nvidia A100 (80GB) GPU.

Using the System

• How to run Form Filling
• How to eval your runs
• How to add forms

Citation

If you find the resources or the code useful, please cite us:

@proceedings{Hakimov-2024,
  title = {Evaluating Modular Dialogue System for Form Filling Using Large Language Models},
  booktitle = {Proceedings of the Workshop on Simulation of Conversational Intelligence in Chat (SCI-CHAT; at EACL 2024)},
  author = {Hakimov, Sherzod and Weiser, Yan and Schlangen, David},
  month = mar,
  year = {2024},
  address = {Malta},
  publisher = {Association for Computational Linguistics}
}