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PromptPG: Prompt Learning via Policy Gradient for Semi-structured Math Reasoning PromptPG Home Dataset Method Paper Code Citation Authors Contact Leaderboard Explore Visualize PromptPG Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning (ICLR 2023) About Recent large pre-trained language models such as GPT-3 have achieved remarkable progress on mathematical reasoning tasks written in text form, such as math word problems (MWP). However, it is unknown if the models can handle more complex problems that involve math reasoning over heterogeneous information, such as tabular data. To fill the gap, we present Tabular Math Word Problems (TabMWP) , a new dataset containing 38,431 open-domain grade-level problems that require mathematical reasoning on both textual and tabu...
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