Can identifier splitting improve open-vocabulary language model of code?
Statistical language models on source code have successfully assisted software engineering tasks. However, developers can create or pick arbitrary identifiers when writing source code. Freely chosen identifiers lead to the notorious out-of-vocabulary (OOV) problem that negatively affects model perfo...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7698 https://ink.library.smu.edu.sg/context/sis_research/article/8701/viewcontent/can_identifier.pdf |
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| Institution: | Singapore Management University |
| Language: | English |