Search Results for author: Wang Haonan

Found 2 papers, 1 papers with code

Towards Predictable Feature Attribution: Revisiting and Improving Guided BackPropagation

no code implementations29 Sep 2021 Guanhua Zheng, Jitao Sang, Wang Haonan, Changsheng Xu

Recently, backpropagation(BP)-based feature attribution methods have been widely adopted to interpret the internal mechanisms of convolutional neural networks (CNNs), and expected to be human-understandable (lucidity) and faithful to decision-making processes (fidelity).

Decision Making

Exploring Explainable Selection to Control Abstractive Summarization

1 code implementation24 Apr 2020 Wang Haonan, Gao Yang, Bai Yu, Mirella Lapata, Huang Heyan

A novel pair-wise matrix captures the sentence interactions, centrality, and attribute scores, and a mask with tunable attribute thresholds allows the user to control which sentences are likely to be included in the extraction.

Abstractive Text Summarization Attribute +2

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