4 ms·
Any suggestions for lightweight CV parsers?
Should be able to fetch full name, email, phone, years of experience, recent employer, and primary skill.
- PaulHoule 2y agoGoogle search turns up a number of commercial options https://www.google.com/search?client=firefox-b-1-e&q=extract+information+from+cv https://www.google.com/search?client=firefox-b-1-e&q=extract... For open source there is https://github.com/tramyardg/CVparser https://github.com/tramyardg/CVparser https://www.open-resume.com/resume-parser https://www.open-resume.com/resume-parser which are rules based. A modern approach would be to use a model like T5 https://huggingface.co/docs/transformers/en/model_doc/t5 https://huggingface.co/docs/transformers/en/model_doc/t5 Training something like that would take a few thousand resumes though.
- jainvivek 2y agoThanks for replying. However not getting exact parser matching my needs. OpenResume doesn't have good accuracy. Some are just too heavy, and need heavy setup/training. I am looking for a lightweight tool with ability to test through GUI beforehand.
- techniquetech 2y agoAnthropic Claude?
- jainvivek 2y agoI am not sure I need such advanced models for basic parsing. I am even content with 80% accuracy with easy-to-use set up.