Does Transliteration Help Multilingual Language Modeling?

Benchmark Model Rank Results
multiple-choice-qa-on-indicglue-wstp-paxlmindic-base-uniscript#1Accuracy: 77.55
multiple-choice-qa-on-indicglue-wstp-paxlmindic-base-multiscript#3Accuracy: 74.33
news-classification-on-soham-news-articlexlmindic-base-uniscript#1Accuracy: 93.89
news-classification-on-soham-news-articlexlmindic-base-multiscript#2Accuracy: 93.22
sentiment-analysis-on-iitp-movie-reviewsxlmindic-base-uniscript#1Accuracy: 66.34
sentiment-analysis-on-iitp-movie-reviewsxlmindic-base-multiscript#2Accuracy: 65.91
sentiment-analysis-on-iitp-product-reviewsxlmindic-base-uniscript#2Accuracy: 77.18
sentiment-analysis-on-iitp-product-reviewsxlmindic-base-multiscript#3Accuracy: 76.33