This is the public repository for the paper "Mining Legal Arguments to Study Judicial Formalism".

Models

The models are available on Huggingface. Only the best models are uploaded:

Task 1 (Argument presence detection): ModernBERT-large-Czech-Legal: https://huggingface.co/TrustHLT/ModernBERT-large-madon-arg-detection

Task 2 (Argument type classification): Llama 3.1 8B (Full) Base + Asy: https://huggingface.co/TrustHLT/Llama-3.1-8B-madon-arg-classification

Task 3 (Holistic formalism classification): ModernBERT-large-Czech-Legal: https://huggingface.co/TrustHLT/ModernBERT-large-madon-formalism

Data

• In the ./data folder you will find:
  • Information about the data
  • Annotation details
  • Links to the datasets
  • Code for processing the data

Src

• Here, you will find all codes for:
  • Processing the data for finetuning the Models
  • Finetuning
  • Prediction
  • Evaluation
• each for all respective models, that are relevant as in the paper.