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Job-skill Extraction on FIJO

97.06Precision

+kNN

Updated 1mo ago

Evaluation Results

Method	Links
+kNN 2026.04		97.06	75	84.62
Qwen2.5 (5-shot + kNN + data-specific prompt) 2026.04		88.07	98.38	93.01
SRICL-Qwen2.5-14B (Our method) 2026.04		73.13	99.63	85.63
5-shot 2026.04		67.74	69.24	47.68
+kNN+specific 2026.04		55.31	48.48	51.67
+kNN+specific 2026.04		55.31	48.48	51.67
GPT-3.5 Version (+kNN+specific) 2026.04		43.7	44.7	44.2
+kNN 2026.04		41.18	31.82	35.9
SRICL-Qwen2.5-14B (Our method) 2026.04		35.38	37.4	36.36
Llama-3-8B-SRICL(B8-Our Method) 2026.04		23.94	27.64	25.66
zero-shot+specific (GPT-3.5) 2026.04		21.43	9.68	13.33
5-shot 2026.04		20	9.09	12.5
Qwen2.5 (5-shot + kNN + data-specific prompt) 2026.04		9.47	10.58	10
Llama-3-8B (SRICL- Our Method) 2026.04		9.47	10.58	10
zero-shot+specific (GPT-3.5) 2026.04		7.89	2.1	3.315