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Saurabh Kadam
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    • माझे संशोधन
Saurabh Kadam
  • Home
  • Academic
    • Research
    • Curriculum Vitae
    • Notes and Tutorials
  • Fun Projects
    • Arxiv Filter
  • मराठी भाषिकांसाठी
    • माझे संशोधन
  • More
    • Home
    • Academic
      • Research
      • Curriculum Vitae
      • Notes and Tutorials
    • Fun Projects
      • Arxiv Filter
    • मराठी भाषिकांसाठी
      • माझे संशोधन

Arxiv Filter

Keeping up with the daily influx of preprints on arXiv is an overwhelming task. Especially, when lists like quant-ph get around 50 preprints every day! Frustrated by this, I developed an automated, machine-learning-driven dashboard designed to filter the noise and highlight the most relevant daily research. Every night, the system automatically pulls the latest preprint submissions from 'quant-ph + hep-lat + nucl-th' arXiv categories. It employs a natural language processing model to generate embeddings of each paper's abstract. These representations are then evaluated by a custom-trained algorithmic classifier that I specifically tuned to recognize my research interests. The classifier assigns a predictive relevancy score to every new submission. The results are compiled into an interactive, web-based dashboard that I can easily check over my morning coffee.

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