1 code implementation • 5 Sep 2023 • Aakash Bansal, Chia-Yi Su, Collin McMillan
Source code summarization is the task of writing natural language descriptions of source code.
1 code implementation • 28 Aug 2023 • Chia-Yi Su, Collin McMillan
A code summary is a brief natural language description of source code.
1 code implementation • 14 Aug 2023 • Chia-Yi Su, Collin McMillan
We also propose to combine our loss with traditional CCE for each word, which streamlines the training process compared to baselines.
1 code implementation • 15 May 2023 • Chia-Yi Su, Aakash Bansal, Vijayanta Jain, Sepideh Ghanavati, Collin McMillan
In contrast to many existing language models, we prioritize features for researchers including an open and easily-searchable training set, a held out test set with different levels of deduplication from the training set, infrastructure for deduplicating new examples, and an implementation platform suitable for execution on equipment accessible to a relatively modest budget.