From Tax Compliance in Natural Language to Executable Calculations: Combining Lexical-grammar-based Parsing and Machine Learning

From Tax Compliance in Natural Language to Executable Calculations: Combining Lexical-grammar-based Parsing and Machine Learning

Regulatory agencies publish tax-compliance content written in natural language intended for human consumption. There has been very little work on automated methods for interpreting this content and for generating executable calculations from it. In this paper, we describe a combination of lexical gr...

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Bibliographic Details
Main Authors: Esme Manandise, Conrad de Peuter, Saikat Mukherjee
Format: Article
Language:English
Published: LibraryPress@UF 2021-04-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
tax domain
compliance
hybrid approach
executable calculations
raw texts
unannotated
lexical chart parsing
bert
Online Access:https://journals.flvc.org/FLAIRS/article/view/128351
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https://journals.flvc.org/FLAIRS/article/view/128351

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