477 citations · 1.7k across the 84 of their papers we have counts for
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cs.AI2023★ 3 cited
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
Zhenwen Liang, Dian Yu, Xiaoman Pan +4
Reasoning in mathematical domains remains a significant challenge for relatively small language models (LMs). Many current methods focus on specializing LMs in mathematical reasoni…
cs.AI2022★ 2 cited
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure
Yinya Huang, Hongming Zhang, Ruixin Hong +3
In this paper, we propose a comprehensive benchmark to investigate models' logical reasoning capabilities in complex real-life scenarios. Current explanation datasets often employ…