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02/03/2023
Measuring The Impact Of Programming Language Distribution
Current benchmarks for evaluating neural code models focus on only a sma...
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12/19/2022
Natural Language to Code Generation in Interactive Data Science Notebooks
Computational notebooks, such as Jupyter notebooks, are interactive comp...
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04/05/2022
PaLM: Scaling Language Modeling with Pathways
Large language models have been shown to achieve remarkable performance ...
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03/21/2021
Language-Agnostic Representation Learning of Source Code from Structure and Context
Source code (Context) and its parsed abstract syntax tree (AST; Structur...
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05/02/2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs
We present the Open Graph Benchmark (OGB), a diverse set of challenging ...
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04/17/2018