3 ms·
Cool stuff - reminds me of a semester project I did about a year ago using latent semantic analysis to find relationships between documents. Sounds similar to w
by karagenit 6y ago
Cool stuff - reminds me of a semester project I did about a year ago using latent semantic analysis to find relationships between documents. Sounds similar to what you guys are doing, trying to pair job descriptions with the best fitting resume. I'd love to hear more about the technical details on your solution, though I suspect that's somewhat of a "trade secret" ;)
- cl42 6y agoA big part of what we've been doing focuses on word embedding models and classifying individual parts of the document. The word embeddings help us look for synonyms general ideas around what the recruiter is looking for, versus what we are finding. We also score individual sections to see if the sections themselves cover all the bases or if it's the resume as a whole. We've also explored building our own universe of words/terms to help with this, but that's a 2.0 sort of dream, at this point!