Decision-guided weighted automata extraction from recurrent neural networks
Recurrent Neural Networks (RNNs) have demonstrated their effectiveness in learning and processing sequential data (e.g., speech and natural language). However, due to the black-box nature of neural networks, understanding the decision logic of RNNs is quite challenging. Some recent progress has been...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2021
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/7113 https://ink.library.smu.edu.sg/context/sis_research/article/8116/viewcontent/17391_Article_Text_20885_1_2_20210518.pdf |
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| Institution: | Singapore Management University |
| Language: | English |