Weighted Automata Extraction and Explanation of Recurrent Neural Networks for Natural Language Tasks

Zeming Wei, Xiyue Zhang, Yihao Zhang +1

Recurrent Neural Networks (RNNs) have achieved tremendous success in processing sequential data, yet understanding and analyzing their behaviours remains a significant challenge. T…