215 citations · 531 across the 19 of their papers we have counts for
3 papers · 1 filter
Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation
Zhenghua Xu, Cheng Chen, Thomas Lukasiewicz +1
Matrix factorization has now become a dominant solution for personalized recommendation on the Social Web. To alleviate the cold start problem, previous approaches have incorporate…
Discovering Discrete Latent Topics with Neural Variational Inference
Yishu Miao, Edward Grefenstette, Phil Blunsom
Topic models have been widely explored as probabilistic generative models of documents. Traditional inference methods have sought closed-form derivations for updating the models, h…
Latent Intention Dialogue Models
Tsung-Hsien Wen, Yishu Miao, Phil Blunsom +1
Developing a dialogue agent that is capable of making autonomous decisions and communicating by natural language is one of the long-term goals of machine learning research. Traditi…