Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld
Abstract
Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). 2020.
Topics & Concepts
Robustness (evolution)Computer scienceArtificial intelligenceConstraint (computer-aided design)Feature (linguistics)Data miningNatural language processingEngineeringLinguisticsPhilosophyGeneBiochemistryMechanical engineeringChemistryNatural Language Processing TechniquesTopic ModelingMachine Learning and Data Classification