webis/sigdial25-co-constructive-llms

Models for the paper Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues.

For details on the approach, architecture and idea, please see the published paper.

@inproceedings{fichtel-etal-2025-investigating,
    title        = {Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues},
    author       = {Fichtel, Leandra  and Splieth{\"o}ver, Maximilian  and H{\"u}llermeier, Eyke  and Jimenez, Patricia  and Klowait, Nils  and Kopp, Stefan  and Ngonga Ngomo, Axel-Cyrille  and Robrecht, Amelie  and Scharlau, Ingrid  and Terfloth, Lutz  and Vollmer, Anna-Lisa  and Wachsmuth, Henning},
    year         = 2025,
    month        = aug,
    booktitle    = {Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue},
    publisher    = {Association for Computational Linguistics},
    address      = {Avignon, France},
    pages        = {1--20},
    url          = {https://aclanthology.org/2025.sigdial-1.1/},
    editor       = {B{\'e}chet, Fr{\'e}d{\'e}ric  and Lef{\`e}vre, Fabrice  and Asher, Nicholas  and Kim, Seokhwan  and Merlin, Teva},
}

For further information on how to use the models, please see the code repository.