How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models

Brian Riordan, Michael Flor, Robert Pugh. How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models. In Helen Yannakoudakis, Ekaterina Kochmar, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Torsten Zesch, editors, Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2019, Florence, Italy, August 2, 2019. pages 116-126, Association for Computational Linguistics, 2019. [doi]

Abstract

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