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U. Samarasinghe

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#artificial intelligence Preprint Sep 2026

From Lexical Baselines to Agentic Retrieval-Augmented Generation: Structured Skill and Responsibility-Level Extraction with the SFIA Framework

Automated skill extraction underpins workforce planning, yet most systems represent skills as flat labels with no notion of the responsibility level at which a skill is practiced. The Skills Framework for the Information Age (SFIA) captures exactly this dimension, defining 147 professional skills across seven responsib...

Ranuga Disansa, U. Samarasinghe, Lasith Gunawardena · 0 citations

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