Task-Oriented Paraphrase Analytics

Code accompanying the paper Task-Oriented Paraphrase Analytics at LREC-COLING 2024.

Organization

• Manual task annotation
  • Samples and labels can be found here data/annotations
• Automatic task classification
  • Serialized models can be found here data/models
  • Samples and original corpora with precomputed feature values can be found here data/corpora
• Code
  • All used source code can be found in src

Run Instructions

Install dependencies

make clean install

Predict tasks with serialized classifier

make predict

Retrain and serialize task classifier

make train

Citation

@InProceedings{gohsen:2024b,
  author =                   {Marcel Gohsen and Matthias Hagen and Martin Potthast and Benno Stein},
  booktitle =                {Joint Conference of the 31st Conference on Computational Linguistics and 16th Conference on Language Resources and Evaluation (LREC-COLING 2024)},
  month =                    may,
  publisher =                {International Committee on Computational Linguistics},
  site =                     {Torino, Italy},
  title =                    {{Task-Oriented Paraphrase Analytics}},
  year =                     2024
}