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Paper · arXiv

bharatSetu: a 1M x 22 bridge for indic translation

India's Eighth Schedule recognises 22 languages, yet parallel data is uneven across them, and many language pairs, especially among lower-resource languages such as Bodo, Dogri, Santali and Kashmiri, lack direct bitext. We present BharatSetu 22-Indic 1M, a row-aligned table of 984,764 English sentences, each paired with machine translations into all 22 scheduled languages (21,664,808 Indic cells), generated with the sarvamai/sarvam-translate model family. Because every Indic cell in a row translates the same English sentence, any two columns form a translation pair: 462 directed Indic-to-Indic pairs, or 506 including English, without direct bitext. We call these pivot-derived pairs and pr...

AuthorsHaq Nawaz Malik, Nahfid Nissar, Faizan Iqbal
Primary categorycs.CL
Published11 October 2026
Last updated at source11 October 2026
cs.CLcs.AI
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