Assisted Debate Builder with Large Language Models
<|reference_start|>Assisted Debate Builder with Large Language Models: 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.<|reference_end|>
@article{faugier2024assisted,
    title={Assisted Debate Builder with Large Language Models},
    author={Elliot Faugier, Fr'ed'eric Armetta, Angela Bonifati, Bruno Yun},
    journal={arXiv preprint arXiv:2405.13015},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.13015},
    primaryClass={cs.CL cs.AI}
}