18 citations · 22 across the 6 of their papers we have counts for
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cs.CL2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking
Jinyu Guo, Kai Shuang, Jijie Li +2
In dialogue state tracking, dialogue history is a crucial material, and its utilization varies between different models. However, no matter how the dialogue history is used, each e…
cs.CL2021
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking
Jinyu Guo, Kai Shuang, Jijie Li +1
The goal of dialogue state tracking (DST) is to predict the current dialogue state given all previous dialogue contexts. Existing approaches generally predict the dialogue state at…
cs.CL2019
Adaptive Noise Injection: A Structure-Expanding Regularization for RNN
Rui Li, Kai Shuang, Mengyu Gu +1
The vanilla LSTM has become one of the most potential architectures in word-level language modeling, like other recurrent neural networks, overfitting is always a key barrier for i…