Papers with online programming assignments
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation (D19-1)
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| Challenge: | Interactive programming with interleaved code snippet cells and natural language markdown is gaining popularity in the form of Jupyter notebooks. |
| Approach: | They propose to train code generation models based on a corpus of 1.5 million examples with a curated test set of 3.7K instances based off online programming assignments. |
| Outcome: | The proposed model generates code cells based on the NL-Code history and human-curated data. |