shijie-wu / crosslingual-nlp Public

Notifications You must be signed in to change notification settings
Fork 7
Star 91

This repo supports various cross-lingual transfer learning & multilingual NLP models.

91 stars 7 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
example		example
scripts		scripts
src		src
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
LICENSE		LICENSE
README.md		README.md
environment.yml		environment.yml
setup.cfg		setup.cfg

Repository files navigation

Crosslingual NLP

This repo supports various cross-lingual transfer learning & multilingual NLP models. It powers the following papars.

Mahsa Yarmohammadi*, Shijie Wu*, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, and Benjamin Van Durme. Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. EMNLP. 2021. (Experiments Detail)
Shijie Wu and Mark Dredze. Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP. 2020. (Experiments Detail)
Shijie Wu and Mark Dredze. Are All Languages Created Equal in Multilingual BERT? RepL4NLP. 2020. (Experiments Detail)
Shijie Wu*, Alexis Conneau*, Haoran Li, Luke Zettlemoyer, and Veselin Stoyanov. Emerging Cross-lingual Structure in Pretrained Language Models. ACL. 2020. (Experiments Detail)
Shijie Wu and Mark Dredze. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT. EMNLP. 2019. (Experiments Detail)

Miscellaneous

Environment (conda): environment.yml
Pre-commit check: pre-commit run --all-files

License

MIT

About

This repo supports various cross-lingual transfer learning & multilingual NLP models.

natural-language-processing crosslingual-transfer multilingual-nlp

Report repository

Releases

No releases published

Packages

No packages published

Contributors 4

Languages