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Collecting API examples, usages, and mentions relevant to a specific APImethod over discussions on venues such as Stack Overflow is not a trivialproblem. It requires efforts to correctly recognize whether the discussionrefers to the API method that developers/tools are searching for. The contentof the thread, which consists of both text paragraphs describing theinvolvement of the API method in the discussion and the code snippetscontaining the API invocation, may refer to the given API method. Leveragingthis observation, we develop FACOS, a context-specific algorithm to capture thesemantic and syntactic information of the paragraphs and code snippets in adiscussion. FACOS combines a syntactic word-based score with a score from apredictive model fine-tuned from CodeBERT. FACOS beats the state-of-the-artapproach by 13.9% in terms of F1-score.

FACOS: Finding API Relevant Contents on Stack Overflow with Semantic and Syntactic Analysis