Discovering Universal Geometry in Embeddings with ICA
Hiroaki Yamagiwa*, Momose Oyama*, Hidetoshi Shimodaira
EMNLP 2023
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- The code for English embeddings is available in the geometry directory.
- For cross-lingual embeddings, dynamic embeddings, and image model embeddings, please refer to the universal directory.
If you find our code or data useful in your research, please cite our paper:
@inproceedings{DBLP:conf/emnlp/YamagiwaOS23,
author = {Hiroaki Yamagiwa and
Momose Oyama and
Hidetoshi Shimodaira},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Discovering Universal Geometry in Embeddings with {ICA}},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {4647--4675},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://aclanthology.org/2023.emnlp-main.283},
timestamp = {Wed, 13 Dec 2023 17:20:20 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YamagiwaOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}