refactor: align task groups to paper (JOBSIM/SKILLSIM → Semantic Similarity + Candidate Ranking)#45
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refactor: align task groups to paper (JOBSIM/SKILLSIM → Semantic Similarity + Candidate Ranking)#45
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What
Aligns the codebase task grouping with the paper's 7 task groups. Previously, the code had
JOBSIM(Job Title Sim + Candidate tasks) andSKILLSIM(SkillMatch-1K), which didn't match the paper's "Semantic Similarity" and "Candidate Ranking" groups. The freelancer matching datasets are being updated fromJOBSIM→CANDIDATE_RANKING.Changes
Enum refactoring:
JOBSIM&SKILLSIM→SEMANTIC_SIMILARITY(Job Title Similarity + SkillMatch-1K)JOBSIM→CANDIDATE_RANKING(for Query-Candidate + Project-Candidate matching)Files changed:
src/workrb/tasks/abstract/ranking_base.py— UpdatedRankingTaskGroupenumsrc/workrb/tasks/ranking/job_similarity.py—JOBSIM→SEMANTIC_SIMILARITYsrc/workrb/tasks/ranking/skill_similarity.py—SKILLSIM→SEMANTIC_SIMILARITYsrc/workrb/tasks/ranking/freelancer_project_matching.py—JOBSIM→CANDIDATE_RANKINGtests/test_evaluate_multiple_models.py— Updated hardcoded group name stringsREADME.md— Reorganized task table by task group, updated aggregation exampleTask group mapping (paper ↔ code)
JOB2SKILLSKILL2JOBJOB_NORMALIZATIONSKILL_NORMALIZATIONSEMANTIC_SIMILARITY(new)SKILL_EXTRACTIONCANDIDATE_RANKING(new)