Papers by Lane Edwards-Brown
Geographically-Informed Language Identification (2024.lrec-main)
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| Challenge: | a paper develops a method to identify languages based on geographic origin of text . the model is based in regions where languages are widely spoken and may occur anywhere . |
| Approach: | They propose to incorporate geographic information into a language identification model to ensure coverage of linguae francae regardless of location. |
| Outcome: | The proposed model includes 31 widely-spoken international languages . the model improves on social media data and improves performance on 916 languages compared to baseline models . |