LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes

no code implementations • NAACL 2021 • Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia

We propose a multi-task learning architecture to deal with missing labels in the training data, leading to F1 improvement of 9. 2{\%} for numeric attributes over state-of-the-art single-task architecture.

Active Learning Attribute +3

LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes

no code implementations • 19 Apr 2021 • Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia

We propose a multi-task learning architecture to deal with missing labels in the training data, leading to F1 improvement of 9. 2% for numeric attributes over single-task architecture.

Active Learning Attribute +3