Vinay Kumar Chaganti
PulseAugur coverage of Vinay Kumar Chaganti — every cluster mentioning Vinay Kumar Chaganti across labs, papers, and developer communities, ranked by signal.
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On-device NER models evaluated for accuracy, cost, and reliability
A new study published on arXiv evaluates nine named-entity recognition (NER) systems for on-device deployment, considering accuracy, cost, reliability, and confidence. The research compares classical taggers, bidirectio…
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On-device AI research agents' citation faithfulness improved by source exposure
A new research paper explores the faithfulness and coverage of on-device research agents, particularly focusing on a 4-billion parameter model running on a standard laptop. The study found that increasing the exposure t…
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Sub-1B AI models achieve significant gains via on-device distillation
Researchers have explored distilling large AI models into smaller, on-device versions for structured text enrichment tasks. A study demonstrated that an 8B parameter reasoning teacher model, DeepSeek-R1:8b, could be dis…