Author

Santhosh Sivasubramani

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Jul 2026

BHARATI: Morphology-Aware Tokenizers for Classical Indian Languages with Subword Fertility Analysis

BHARATI is presented, a set of SentencePiece BPE tokenizers trained on a balanced 781 MB corpus spanning seven languages with native script support for all languages, and three successive tokenizer versions are described.

P. Kumaresan, P. Muruganantham, L. Rajendran et al. · arXiv.org · 0 citations

Jul 2026

IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems

Model quality does not increase monotonically with data curation, a result it is reported that data-quality gains do not increase monotonically with data curation.

Shwetha Singaravelu, G. Muruganantham, L. Rajendran et al. · arXiv.org · 0 citations