python3 -m pip install -r requirements.txt

cd finetuning
python -m training.autoregressive_finetuning --config_name ${config_name}

cd experiments
python -u TOD_ontology_inference.py --config_name ${config_name} 

cd experiments
python -u TOD_ontology_evaluation.py --config_name ${config_name} 

cd LLM_experiments
python -u TOD_ontology_evaluation.py --config_name_list ${config_names[@]}

--cot_aggregation_strategy ${aggregation_strategy} 
--cot_disparity_threshold ${disparity_threshold} 
--k_branches_to_use ${k_branches_to_use} 
--cot_disparity_threshold ${disparity_threshold} 

@inproceedings{vukovic-etal-2024-dialogue,
    title = "Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding",
    author = "Vukovic, Renato  and
      Arps, David  and
      van Niekerk, Carel  and
      Ruppik, Benjamin Matthias  and
      Lin, Hsien-chin  and
      Heck, Michael  and
      Gasic, Milica",
    editor = "Kawahara, Tatsuya  and
      Demberg, Vera  and
      Ultes, Stefan  and
      Inoue, Koji  and
      Mehri, Shikib  and
      Howcroft, David  and
      Komatani, Kazunori",
    booktitle = "Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue",
    month = sep,
    year = "2024",
    address = "Kyoto, Japan",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.sigdial-1.33",
    doi = "10.18653/v1/2024.sigdial-1.33",
    pages = "370--384",
}