Papers with independent language identification
Validating and Exploring Large Geographic Corpora (2024.lrec-main)
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| Challenge: | a paper examines the impact of corpus creation decisions on multi-lingual web corpora . the goal is to understand the impact on downstream corporata with a focus on under-represented languages and populations. |
| Approach: | This paper evaluates the impact of corpus creation decisions on multi-lingual web corpora . three cleaning methods are used to improve the quality of sub-corpora in the common crawl . the goal is to understand the impact on downstream corporan with a focus on under-represented languages . |
| Outcome: | The results show that the validity of sub-corpora is improved with each stage of cleaning but that this improvement is unevenly distributed across languages and populations. |