Bart CaPE Xsum

🚀 CaPE: Contrastive Parameter Ensembling for Summarization

CaPE is a model aiming to reduce hallucination in abstractive summarization, leveraging contrastive parameter ensembling.

📚 Documentation

Tags

• summarization

Datasets

• xsum

License

This project is licensed under the bsd-3-clause license.

📄 Citation

@misc{https://doi.org/10.48550/arxiv.2110.07166,
  doi = {10.48550/ARXIV.2110.07166},
  url = {https://arxiv.org/abs/2110.07166},
  author = {Choubey, Prafulla Kumar and Fabbri, Alexander R. and Vig, Jesse and Wu, Chien-Sheng and Liu, Wenhao and Rajani, Nazneen Fatema},
  keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization},
  publisher = {arXiv},
  year = {2021},
  copyright = {Creative Commons Attribution 4.0 International}
}