Task-Conditional Flow Matching (TCFM), a multilingual embedding adaptation framework that selectively applies Flow Matching to translation tasks while optimizing retrieval, classification, and pair-classification tasks with objectives better aligned to their learning dynamics, is introduced.
T. Bhatt, S. NarenKumar, Mayank Singh· 0 citations
This work curates a syllabus-aligned QA dataset based on NCERT textbooks for classes 9-12, capturing the content, context, and teaching style of Indian curricula, and introduces GurukulAI, an open-access platform that enables Indian students to chat with the model, get doubts cleared, practice exam-style questions, rec...
I. Narang, Sneha S. Gosai, Mayank Singh· 0 citations
This work observes that highly causal vision tokens often lie outside the target region, and extends the analysis to larger vision-language models, suggesting that strong multimodal performance does not necessarily imply spatially localized causal representations.
S. NarenKumar, T. Bhatt, Mayank Singh· 0 citations
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