Papers by Sergey I. Nikolenko
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets (2024.lrec-main)
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| Challenge: | Existing code search algorithms use code comments rather than full-text descriptions as text . existing algorithms use a code snippet and/or error traceback to find code . |
| Approach: | They propose a new search-by-code use case using a code snippet and error traceback . they propose implementing the search- by-code query in a StackOverflow dataset . |
| Outcome: | The proposed dataset outperforms strong baselines on SearchBySnippet with 0.451 Recall@10 . a code snippet and/or error traceback are used as queries to find bugs . |