A Comparison of Code Embeddings and Beyond — mentioned by seanhunter

Thu, 09 Nov 2023 17:28:13 GMT

The problem with this line of thinking is that the specific embedding chosen has a big impact on task performance[1], and the person producing the piece of content doesn't necessarily know what you're going to be wanting to use that content for a lot of the time. The second thing is that certain embedding formats are very specific to particular model architectures. From a practical perspective there are some standard embedding formats that people use a lot so if you're performing a normal sort of task there's probably a standard format for that particular task (eg worth checking out spacy's…

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A Comparison of Code Embeddings and Beyond · HackerPapers discussions

A Comparison of Code Embeddings and Beyond — mentioned by seanhunter