Synapse combines two-phase dense retrieval with LLM-guided differential evolution to optimize job-candidate alignment, reporting 22% nDCG@10 gains and over 60% relative score improvements.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Synapse: Evolving Job-Person Fit with Explainable Two-phase Retrieval and LLM-guided Genetic Resume Optimization
Synapse combines two-phase dense retrieval with LLM-guided differential evolution to optimize job-candidate alignment, reporting 22% nDCG@10 gains and over 60% relative score improvements.