Cosine-Similarity-via-ICA

Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings
Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira
Preprint

Code

The source code is being organized and will be available soon.

Reference

• Yamagiwa et al. Discovering Universal Geometry in Embeddings with ICA. EMNLP. 2023.

Citation

If you find our code or model useful in your research, please cite our paper:

@misc{yamagiwa2024revisitingcosinesimilaritynormalized,
      title={Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings}, 
      author={Hiroaki Yamagiwa and Momose Oyama and Hidetoshi Shimodaira},
      year={2024},
      eprint={2406.10984},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2406.10984}, 
}