We introduce ADBL2, an assisted debate builder tool. It is based on the capability of large language models to generalise and perform relation-based argument mining in a wide-variety of domains. It is the first open-source tool that leverages relation-based mining for (1) the verification of pre-established relations in a debate and (2) the assisted creation of new arguments by means of large language models. ADBL2 is highly modular and can work with any open-source large language models that are used as plugins. As a by-product, we also provide the first fine-tuned Mistral-7B large language model for relation-based argument mining, usable by ADBL2, which outperforms existing approaches for this task with an overall F1-score of 90.59% across all domains.
@article{arxiv.2405.13015,
title = {Assisted Debate Builder with Large Language Models},
author = {Elliot Faugier and Frédéric Armetta and Angela Bonifati and Bruno Yun},
journal= {arXiv preprint arXiv:2405.13015},
year = {2024}
}