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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0.3%0.5%0.8%0.1% · Jun 202119922001200920172026
1 result for “GAN-BioBERT”
Validating GAN-BioBERT: A Methodology For Assessing Reporting Trends In Clinical Trialscs.CL

Study develops a new algorithm for assessing clinical trial abstracts.

problem Limited tools for assessing qualitative statements in clinical research.
method Developed a three-class sentiment classification algorithm using BERT model.
result Algorithm achieved 91.3% classification accuracy and 0.92 macro F1-Score.
clinical trialssentiment analysisnatural language processingGAN-BioBERTacademic medicine
2021-06-01abs ↗pdf ↗