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Published at November 29

LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification

cs.CL

Released Date: November 29, 2024

Authors: Taja Kuzman¹, Nikola Ljubešić²

Aff.: ¹Jožef Stefan Institute, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, 1000 Ljubljana, Slovenia; ²Department of Knowledge Technologies, Jožef Stefan Institute, 1000 Ljubljana, Slovenia; University of Ljubljana, 1000 Ljubljana, Slovenia

Arxiv: http://arxiv.org/pdf/2411.19638v1

	Micro-F1	Macro-F1
Hr	0.714 ± 0.002	0.721 ± 0.001
Ca	0.703 ± 0.002	0.702 ± 0.001
Sl	0.741 ± 0.000	0.748 ± 0.001
El	0.730 ± 0.009	0.738 ± 0.009
Entire Test Set	0.722 ± 0.002	0.731 ± 0.003