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A Survey of Deep Learning for Mathematical Reasoning


Dec 20, 2022
Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang

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* 24 pages, 2 figures, 8 tables. The repository is available at https://github.com/lupantech/dl4math 

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UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression


Dec 06, 2022
Jiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang

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Lila: A Unified Benchmark for Mathematical Reasoning


Oct 31, 2022
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan

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* EMNLP 2022 

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Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning


Sep 29, 2022
Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan

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* 24 pages, 18 figures, 8 tables. The data and code will be available at https://tabmwp.github.io 

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Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering


Sep 20, 2022
Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan

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* Accepted to NeurIPS 2022. 21 pages, 17 figures, 9 tables 

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Triangular Character Animation Sampling with Motion, Emotion, and Relation


Mar 09, 2022
Yizhou Zhao, Liang Qiu, Wensi Ai, Pan Lu, Song-Chun Zhu

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ValueNet: A New Dataset for Human Value Driven Dialogue System


Dec 12, 2021
Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

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* Paper accepted by AAAI 2022 

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Learning from the Tangram to Solve Mini Visual Tasks


Dec 12, 2021
Yizhou Zhao, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu

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IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning


Nov 07, 2021
Pan Lu, Liang Qiu, Jiaqi Chen, Tony Xia, Yizhou Zhao, Wei Zhang, Zhou Yu, Xiaodan Liang, Song-Chun Zhu

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* Accepted to NeurIPS 2021 Track on Datasets and Benchmarks, 27 pages, 18 figures, project available at https://iconqa.github.io 

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