Density-based outliers in labor market text act as leading indicators of new occupational clusters, with an extended Emerging Occupation Score predicting formation 2 quarters ahead at F1=0.74 on 84,988 postings.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
An in-IDE multi-agent tutor called Prompt Coach uses Socratic guidance to improve developers' code-generation prompts, showing a 13.7% quality gain in a 15-person pre/post study.
citing papers explorer
-
Noise is Signal: Density-Based Outliers as Leading Indicators of Occupational Emergence in Labor Market Text
Density-based outliers in labor market text act as leading indicators of new occupational clusters, with an extended Emerging Occupation Score predicting formation 2 quarters ahead at F1=0.74 on 84,988 postings.
-
Prompt Coach: An Empirical Evaluation of an Agentic Tutor for Learning Prompt Engineering in Software Development
An in-IDE multi-agent tutor called Prompt Coach uses Socratic guidance to improve developers' code-generation prompts, showing a 13.7% quality gain in a 15-person pre/post study.