Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering
Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning
Abstract
Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher Manning. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.
Topics & Concepts
Question answeringOutlierComputational linguisticsNatural language processingComputer scienceArtificial intelligenceCorpus linguisticsVolume (thermodynamics)LinguisticsInformation retrievalPhilosophyQuantum mechanicsPhysicsMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningMachine Learning and Algorithms