12 citations · 23 across the 3 of their papers we have counts for
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cs.CL2019★ 2 cited
Domain Transfer in Dialogue Systems without Turn-Level Supervision
Joachim Bingel, Victor Petrén Bach Hansen, Ana Valeria Gonzalez +3
Task oriented dialogue systems rely heavily on specialized dialogue state tracking (DST) modules for dynamically predicting user intent throughout the conversation. State-of-the-ar…
cs.CL2017★ 12 cited
Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel, Anders Søgaard
Multi-task learning (MTL) in deep neural networks for NLP has recently received increasing interest due to some compelling benefits, including its potential to efficiently regulari…