most citedWell-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels

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cs.LG2023★ 66 cited

Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels

Lysimachos Maltoudoglou, Andreas Paisios, Ladislav Lenc +3

We extend our previous work on Inductive Conformal Prediction (ICP) for multi-label text classification and present a novel approach for addressing the computational inefficiency o…