: Vocabulario de PLN: graph neural network

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graph neural network

A type of neural network designed to operate on data that can be represented as graphs.

Ding et al. (2019) extract entities from current context via entity-linking and turn them into a cognitive graph and a graph neural network is applied on top of it to extract answer. (Hu, Xu, Yu, Wang, Yang, Zhu, Chang & Sun, 2022)
We apply our proposed FLAN Graphs constructed based on domain knowledge to various cost-effective graph neural networks (GNNs) for comprehensively modeling both the semantics of the text and dependency relationships within the claims. (Gao, Yao, Zhao, He, Kumar, Krishnan & Shang, 2024)

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