MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altün, Nigel Collier, Julian Martin Eisenschlos
Abstract
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Eisenschlos. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Topics & Concepts
ChartComputer scienceNatural language processingCognitive scienceLinguisticsProgramming languageArtificial intelligenceMathematicsPsychologyStatisticsPhilosophyMultimodal Machine Learning ApplicationsNatural Language Processing TechniquesTopic Modeling