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researcher

Yanna Ma

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedMulti-View Reasoning: Consistent Contrastive Learning for Math Word Problem

15 citations · 20 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2022★ 15 cited

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

Wenqi Zhang, Yongliang Shen, Yanna Ma +4

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 relatio…

cs.RO2022★ 5 cited

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation

Wenqi Zhang, Kai Zhao, Peng Li +5

Reliable navigation systems have a wide range of applications in robotics and autonomous driving. Current approaches employ an open-loop process that converts sensor inputs directl…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.