Resume Tailor uses a longitudinal career vault and multi-source RAG to improve ATS fit scores by 7.8 points on average for jobs with relevant prior experience in a nine-JD pilot, but decreases scores by 8 points when domain expertise is absent.
Smart-Hiring: An Explainable End-to-End Pipeline for CV Information Extraction and Job Matching
2 Pith papers cite this work. Polarity classification is still indexing.
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The paper describes the organization, tasks, datasets, and participation results for the TalentCLEF 2026 challenge, which received 113 team registrations and over 400 submissions.
citing papers explorer
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Career-Aware Resume Tailoring via Multi-Source Retrieval-Augmented Generation with Provenance Tracking: A Case Study
Resume Tailor uses a longitudinal career vault and multi-source RAG to improve ATS fit scores by 7.8 points on average for jobs with relevant prior experience in a nine-JD pilot, but decreases scores by 8 points when domain expertise is absent.
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Overview of the TalentCLEF 2026: Skill and Job Title Intelligence for Human Capital Management
The paper describes the organization, tasks, datasets, and participation results for the TalentCLEF 2026 challenge, which received 113 team registrations and over 400 submissions.