2 papers
cs.IR2025
Uncertainty-Aware Complex Scientific Table Data Extraction
Kehinde Ajayi, Yi He, Jian Wu
Table structure recognition (TSR) and optical character recognition (OCR) play crucial roles in extracting structured data from tables in scientific documents. However, existing ex…
cs.CV2024
Uncertainty Quantification in Table Structure Recognition
Kehinde Ajayi, Leizhen Zhang, Yi He +1
Quantifying uncertainties for machine learning models is a critical step to reduce human verification effort by detecting predictions with low confidence. This paper proposes a met…