Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks
Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin
2021Year
14Top-tier citations
Abstract
Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.
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Install the CLIlune papers fulltext 54c80fd5-845f-4c4f-af09-a104a3630265Cited by top-tier papers14
- A Survey of Deep Learning for Mathematical ReasoningPan Lu, Liang Qiu, Wenhao Yu, Sean Welleck et al.ACL 2023 · 43 citations
- UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical ExpressionJiaqi Chen, Tong Li, Jinghui Qin, Pan Lu et al.EMNLP 2022 · 37 citations
- DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataXiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju et al.AAAI 2023 · 28 citations
- Analogical Math Word Problems Solving with Enhanced Problem-Solution AssociationZhenwen Liang, Jipeng Zhang, Xiangliang ZhangEMNLP 2022 · 18 citations
- Structure-Unified M-Tree Coding Solver for Math Word ProblemBin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai et al.EMNLP 2022 · 13 citations
Builds on6
- Test-Time Training with Self-Supervision for Generalization under Distribution ShiftsYu Sun, Xiaolong Wang, Zhuang Liu, John Miller et al.ICML 2020 · 1,220 citations
- Graph-to-Tree Learning for Solving Math Word ProblemsJipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin et al.ACL 2020 · 129 citations
- Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading ComprehensionXinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou et al.ICLR 2020 · 109 citations
- A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem SolvingQinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing HuangEMNLP 2020 · 71 citations
- Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsJinghui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang et al.EMNLP 2020 · 62 citations
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