NumGPT: Improving numeracy ability of generative pre-trained models
Existing generative pre-trained language models (e.g., GPT) focus on modeling the language structure and semantics of general texts. However, those models do not consider the numerical properties of numbers and cannot perform robustly on numerical reasoning tasks (e.g., math word problems and measur...
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| Main Authors: | , , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8599 https://ink.library.smu.edu.sg/context/sis_research/article/9602/viewcontent/2109.03137.pdf |
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| Institution: | Singapore Management University |
| Language: | English |