Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models
Jieyu Lin, Jiajie Zou, Nai Ding
Abstract
Jieyu Lin, Jiajie Zou, Nai Ding. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2021.
Topics & Concepts
Adversarial systemComputer scienceComputational linguisticsReading (process)Joint (building)Artificial intelligenceNatural language processingComprehensionReading comprehensionAssociation (psychology)Volume (thermodynamics)LinguisticsProgramming languageEngineeringPsychologyQuantum mechanicsPsychotherapistArchitectural engineeringPhilosophyPhysicsTopic ModelingNatural Language Processing TechniquesAdversarial Robustness in Machine Learning