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Feature improve parsing #318

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@Pterjudin Pterjudin commented Feb 16, 2025

Pull Request Title

Enhance Resume and Job Description Parsing with Improved Keyword Extraction and Experience-Based Grouping

Related Issue

#260

Description

This pull request improves the existing parsing algorithms for resumes and job descriptions. The enhancements include:

  • Improved keyword extraction to identify newer and more relevant terms.
  • Grouping job descriptions based on experience level, providing better context for job applicants.
  • Enhanced entity recognition for company names, job roles, and qualifications.
  • Optimization of text parsing and cleaning methods to increase accuracy and efficiency.

Type

  • Feature Enhancement
  • Bug Fix
  • Documentation Update
  • Code Refactoring
  • Other (please specify):

Proposed Changes

  • Updated ParseJobDescToJson.py to group job descriptions based on experience.
  • Modified ParseResumeToJson.py to improve keyword extraction, entity recognition, and text structuring.
  • Enhanced run_first.py to integrate the improved parsing methods.
  • Improved text preprocessing to provide better results when extracting insights.

Screenshots / Code Snippets (if applicable)

N/A (If applicable, add screenshots or code snippets here)

How to Test

dependabot bot and others added 3 commits February 16, 2025 19:40
Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.4 to 3.1.5.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](pallets/jinja@3.1.4...3.1.5)

---
updated-dependencies:
- dependency-name: jinja2
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>
enviroment -> environment
…ction and grouping job descriptions based on experience
@Pterjudin Pterjudin force-pushed the feature-improve-parsing branch from dc692e5 to 91c732e Compare February 16, 2025 19:40
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2 participants