Filtering code summarization training data by code-comment coherence gives no better results than random selection, and halving the training set does not hurt performance.
A decade of code comment quality assessment: A systematic literature review,
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Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?
Filtering code summarization training data by code-comment coherence gives no better results than random selection, and halving the training set does not hurt performance.