SkillNER
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AnasAito
A (smart) rule based NLP module to extract job skills from text
**Is your feature request related to a problem? Please describe.** By default, Skillner use some rules to solve conflicts between skills that match with the same tokens in the user...
Fixes #46 Please see [custom_skills_updates.md](https://github.com/yonglin-wang/SkillNER/blob/63f0021ebcb841ce02e5cda0ae123c396511a094/custom_skills_updates.md) for a comprehensive walkthrough, questions, and future directions. Feel free to search for "?" in the documentation to jump to actionable items/questions. Thanks for the...
**Overview** It would probably be reasonable to expect a skill titled "Working as a team" to be extracted from "work in a team" or "work in teams", but it's not,...
Hi 👋 Thanks for this great repo--I really liked how smart the tool is, especially being able to extract "Project Management" from the phrase "manage projects". I'd love to hear...
For those skill texts in other languages supported by spaCy, how to train?
Some strings make the annotate function crash: ```python import spacy from spacy.matcher import PhraseMatcher # load default skills data base from skillNer.general_params import SKILL_DB # import skill extractor from skillNer.skill_extractor_class...
Is it possible to extract all the skill names into a list? as well as if it's a hard, soft skill or certification? annotations = skill_extractor.annotate(job_description) skill_extractor.describe(annotations) these 2 lines...
Following `how_new_db.md,` created a custom `skill_db_relax_20.json.` But there are slightly difference between mine and [your version](https://raw.githubusercontent.com/AnasAito/SkillNER/master/buckets/skill_db_relax_20.json) for example in my version I got `"KS1201Q70VWZPS6KTMFR": { "skill_name": "3GPP2 (Telecommunication)", "skill_type": "Specialized...
** I try to use skillNer on Unbuntu OS and python3.10 ** I have installed skillNer package + en_core_web_md using - "pip3 install skillNer" - "python3 -m spacy download en_core_web_md"...
