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Qingpeng Nong

2 accepted papers

2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation

EMNLP 2023long main

Generating mathematical equations from natural language requires an accurate understanding of the relations among math expressions. Existing approaches can be broadly categorized into token-level and expression-level generation. The former treats equations as a mathematical language, sequentially ge…

Cited by 0SourceScholar
2022

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

EMNLP 2022finding

Math word problem solver requires both precise relation reasoning about quantities in the text and reliable generation for the diverse equation. Current sequence-to-tree or relation extraction methods regard this only from a fixed view, struggling to simultaneously handle complex semantics and diver…