ResearchBenchmarksJoint Slot Filling and Intent Recognition on APCPJoint Slot Filling and Intent Recognition on APCPFollow95.22Intent AccuracySCOPE84.227287.081189.93592.7889May 28, 2026Evaluation resultsMethodMethodLinksIntent AccuracySlot F1 ScoreJoint Slot Filling Score (SFA)SCOPEDescription=OursDescription=Ours2026.0595.2291.4268.9ELSF2026.0593.8289.6260.92Aligner²2026.0591.7191.1865.13BiLSTM-CRF2026.0590.5390.763.51JointBERT2026.0587.7292.1764.21HIN2026.0584.6593.1964.87