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picture1_Computer Science Thesis Pdf 174894 | Emnlp Mai272


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File: Computer Science Thesis Pdf 174894 | Emnlp Mai272
ImprovingMathWordProblemswithPre-trainedKnowledgeand Hierarchical Reasoning ∗ Weijiang Yu, Yingpeng Wen, Fudan Zheng, Nong Xiao School of Computer Science and Engineering, Sun Yat-sen University weijiangyu8@gmail.com,{wenyp6,zhengfd3}@mail2.sysu.edu.cn, xiaon6@mail.sysu ...

icon picture PDF Filetype PDF | Posted on 28 Jan 2023 | 2 years ago
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...Improvingmathwordproblemswithpre trainedknowledgeand hierarchical reasoning weijiang yu yingpeng wen fudan zheng nong xiao school of computer science and engineering sun yat sen university weijiangyu gmail com wenyp zhengfd mail sysu edu cn xiaon abstract problem conner has dollars in his bank account every month he spends the recent algorithms for math word prob does not add money to how much lems mwp neglect use outside knowl will have after edge present problems most months them only capture level relation equation x ship ignore build reason solution ing like human being mining contextual structure between words table example task tences this paper we propose a given natural language description mathemat with pre trained knowledge ical it requires model infer formal rpkhs network which contains mathequation nal quantity encoder hier archical firstly our aims at by using from b wangetal huangetal wang thepre trainedtransformer basedmodels sec et al these seqseq based methods aim ondl...
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