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- W4283021812 abstract "The attention mechanism plays an important role in the machine reading comprehension (MRC) model. Here, we describe a pipeline for building an MRC model with a pretrained language model and visualizing the effect of each attention zone in different layers, which can indicate the explainability of the model. With the presented protocol and accompanying code, researchers can easily visualize the relevance of each attention zone in the MRC model. This approach can be generalized to other pretrained language models. For complete details on the use and execution of this protocol, please refer to Cui et al. (2022)." @default.
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- W4283021812 date "2022-09-01" @default.
- W4283021812 modified "2023-10-02" @default.
- W4283021812 title "Visualizing attention zones in machine reading comprehension models" @default.
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- W4283021812 doi "https://doi.org/10.1016/j.xpro.2022.101481" @default.
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