Yan-Hua Li

Structural knowledge-guided complex-noise handling for open intent classification.

Open intent classification aims to assign known intents to their corresponding classes while identifying unknown intents. Its success largely relies on accurately annotated data. However, real-world data often contains both in-distribution (IND) noise and out-of-distribution (OOD) noise, which degrades model performanc...