Contextual Topic Modeling For Dialog Systems

Behnam Hedayatnia
Behnam Hedayatnia
Angeliki Metanillou
Angeliki Metanillou
Anushree Venkatesh
Anushree Venkatesh
Raefer Gabriel
Raefer Gabriel

SLT, Volume abs/1810.08135, 2018.

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Abstract:

Accurate prediction of conversation topics can be a valuable signal for creating coherent and engaging dialog systems. In this work, we focus on context-aware topic classification methods for identifying topics in free-form human-chatbot dialogs. We extend previous work on neural topic classification and unsupervised topic keyword detecti...More

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