A Multilingual Character-Based SmartReply for YouTube Creators.
New algorithms to learn node and graph similarity on scale.
Designing the next generation of SmartReply for Gmail.
This paper presents a computationally efficient machine-learned method for natural language response suggestion. Feed-forward neural networks using n-gram embedding features encode messages into vectors which are optimized to give message-response …
How to utilize response ranking for conversation modeling.
We investigate the task of modeling open-domain, multi-turn, unstructured, multi-participant, conversational dialogue. We specifically study the effect of incorporating different elements of the conversation. Unlike previous efforts, which focused on …