Topic-aware chatbot using Recurrent Neural Networks and Nonnegative Matrix Factorization

Yuchen Guo, Nicholas Hanoian, Zhexiao Lin +8

We propose a novel model for a topic-aware chatbot by combining the traditional Recurrent Neural Network (RNN) encoder-decoder model with a topic attention layer based on Nonnegati…