Share your thoughts, 1 month free Claude Pro on usSee more

Job-skill Extraction on KOMPETENCER

63.51Precision

SRICL-Qwen2.5-14B (Our method)

Updated 1mo ago

Evaluation Results

Method	Links
SRICL-Qwen2.5-14B (Our method) 2026.04		63.51	44.76	52.51
Qwen2.5 (5-shot + kNN + data-specific prompt) 2026.04		45.12	35.24	39.57
Llama-3-8B-SRICL(B8-Our Method) 2026.04		42.11	45.71	43.84
SRICL-Qwen2.5-14B (Our method) 2026.04		39.19	27.62	32.4
+kNN+specific 2026.04		30.15	59.41	40
5-shot 2026.04		27.27	25	26.09
+kNN 2026.04		23.53	22.22	22.86
5-shot 2026.04		11.59	38.09	17.78
GPT-3.5 Version (+kNN+specific) 2026.04		11.2	29.2	16.1
+kNN 2026.04		10.55	23.53	22.22
+kNN+specific 2026.04		10.55	20.79	14
Qwen2.5 (5-shot + kNN + data-specific prompt) 2026.04		6.1	4.76	5.35
Llama-3-8B (SRICL- Our Method) 2026.04		6.1	4.76	5.35
zero-shot+specific (GPT-3.5) 2026.04		5.92	13.8	8.29
zero-shot+specific (GPT-3.5) 2026.04		1.54	4.76	2.33