Does a language model “understand” high school math? A survey of deep learning based word problem solvers

From the latter half of the last decade, there has been a growing interest in developing algorithms for automatically solving mathematical word problems (MWP). It is a challenging and unique task that demands blending surface level text pattern recognition with mathematical reasoning. In spite of ex...

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Vydané v:	Wiley interdisciplinary reviews. Data mining and knowledge discovery Ročník 14; číslo 4; s. e1534 - n/a
Hlavní autori:	Sundaram, Sowmya S., Gurajada, Sairam, Padmanabhan, Deepak, Abraham, Savitha Sam, Fisichella, Marco
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Hoboken, USA Wiley Periodicals, Inc 01.07.2024 Wiley Subscription Services, Inc
Predmet:	Algorithms automated word problem Datasets Deep learning Knowledge representation Machine learning natural language processing Pattern recognition solving Words (language)
ISSN:	1942-4787, 1942-4795
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