kevinjesse
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README.md
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### Dataset Summary
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ManyTypes4TypeScript type inference dataset, available at [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6387001.svg)](https://doi.org/10.5281/zenodo.6387001)
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Given a line of source code, the task is to identify types that correspond with the tokens of code. We treat this as a tagging task similar to NER and POS where the model must predict a structural property of code i.e types. This is a classification task where the labels are the top occurring types in the training dataset. The size type vocabulary can be changed with the scripts found on Github.
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### Dataset Summary
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ManyTypes4TypeScript type inference dataset, available at the DOI link below. [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6387001.svg)](https://doi.org/10.5281/zenodo.6387001)
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Given a line of source code, the task is to identify types that correspond with the tokens of code. We treat this as a tagging task similar to NER and POS where the model must predict a structural property of code i.e types. This is a classification task where the labels are the top occurring types in the training dataset. The size type vocabulary can be changed with the scripts found on Github.
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