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Papers
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
ICLR 2025
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024
Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
EMNLP 2024
HINT: Hierarchical Neuron Concept Explainer
CVPR 2022