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cs.LG2023
Heterogenous Memory Augmented Neural Networks
Zihan Qiu, Zhen Liu, Shuicheng Yan +2
It has been shown that semi-parametric methods, which combine standard neural networks with non-parametric components such as external memory modules and data retrieval, are partic…
cs.LG2023
Unlocking Emergent Modularity in Large Language Models
Zihan Qiu, Zeyu Huang, Jie Fu
Modular Neural Networks (MNNs) demonstrate various advantages over monolithic models. Existing MNNs are generally : their modular architectures are pre-defined,…