Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task
Guanting Dong, Jinxu Zhao, Tingfeng Hui, Daichi Guo, Wenlong Wang, Boqi Feng, Yueyan Qiu, Zhuoma Gongque, Keqing He, Zechen Wang, Weiran Xu
Topics & Concepts
Computer scienceRobustness (evolution)Perturbation (astronomy)SentenceArtificial intelligenceMachine learningPhysicsBiochemistryChemistryGeneQuantum mechanicsTopic ModelingNatural Language Processing TechniquesSoftware Engineering Research