MWP-BERT: Numeracy-augmented pre-training for math word problem solving

• المؤلفون الرئيسيون: LIANG, Zhenwen, ZHANG, Jipeng, WANG, Lei, QIN, Wei, LAN, Yunshi, SHAO, Jie, ZHANG, Xiangliang
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2015
• الموضوعات: Computer Sciences
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/studentpub/15; https://ink.library.smu.edu.sg/context/studentpub/article/1014/viewcontent/2022.findings_naacl.74.pdf

Math word problem (MWP) solving faces a dilemma in number representation learning. In order to avoid the number representation issue and reduce the search space of feasible solutions, existing works striving for MWP solving usually replace real numbers with symbolic placeholders to focus on logic re...