Search Results for author: Qingpeng Nong

Found 2 papers, 1 papers with code

An Expression Tree Decoding Strategy for Mathematical Equation Generation

no code implementations14 Oct 2023 Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu

To generate a tree with expression as its node, we employ a layer-wise parallel decoding strategy: we decode multiple independent expressions (leaf nodes) in parallel at each layer and repeat parallel decoding layer by layer to sequentially generate these parent node expressions that depend on others.

Math Math Word Problem Solving +1

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem

1 code implementation21 Oct 2022 Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu

Math word problem solver requires both precise relation reasoning about quantities in the text and reliable generation for the diverse equation.

 Ranked #1 on Math Word Problem Solving on Math23K (using extra training data)

Contrastive Learning Math +3

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