usc-isi-i2 / logical-fallacy-identification

logical-fallacy-identification

This folder contains the scripts and the associated notebooks with the experiments performed on different modules associated with the project on Logical Fallacy Identification

Directory

.
├── AMR Parsers and Graphs        # Codebase for experiments using AMR parsers and graphs  
├── Data Augmentation             # Codebase for experiments regarding data augmentation
├── Fallacy Classification        # Codebase for experiments on fallacy Classification 
|── Propaganda Detection.         # Codebase for experiments regarding propaganda detection 
|── Prototex                      # Codebase for experiments regarding Prototex and prototype-based learning

Directory Layout Format to be followed

├── Data       # Data associated with the folder 
├── Notebooks  # Folder for associated Jupyter Notebooks
├── Scripts    # Folder for associated scripts 
└── README.md  # README.md for instructions on running scripts 

Please use the following citation if you use this codebase for your research

@misc{sourati2023robust,
      title={Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments}, 
      author={Zhivar Sourati and Vishnu Priya Prasanna Venkatesh and Darshan Deshpande and Himanshu Rawlani and Filip Ilievski and Hông-Ân Sandlin and Alain Mermoud},
      year={2023},
      eprint={2212.07425},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}