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20202022
most citedClosed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning

11 citations · 19 across the 6 of their papers we have counts for

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2 papers · 1 filter

cs.CL2021★ 2 cited

Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks

Jinghui Qin, Xiaodan Liang, Yining Hong +2

Previous math word problem solvers following the encoder-decoder paradigm fail to explicitly incorporate essential math symbolic constraints, leading to unexplainable and unreasona…

cs.CL2020★ 3 cited

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar

Yining Hong, Qing Li, Ran Gong +3

Solving algebra story problems remains a challenging task in artificial intelligence, which requires a detailed understanding of real-world situations and a strong mathematical rea…