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Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Grand Ballroom B
Conversational AI - today's practice and tomorrow's potential
Alborz Geramifard · Jason Williams · Larry Heck · James Glass · Antoine Bordes · Steve Young · Gerald Tesauro





Workshop Home Page

In the span of only a few years, conversational systems have become commonplace. Every day, millions of people use natural-language interfaces such as Siri, Google Now, Cortana, Alexa, Facebook M and others via in-home devices, phones, or messaging channels such as Messenger, Slack, Skype, among others.  At the same time, interest among the research community in conversational systems has blossomed: for supervised and reinforcement learning, conversational systems often serve as both a benchmark task and an inspiration for new ML methods at conferences which don't focus on speech and language per se, such as NIPS, ICML, IJCAI, and others.  Research community challenge tasks are proliferating, including the sixth Dialog Systems Technology Challenge (DSTC6), the Amazon Alexa prize, and the Conversational Intelligence Challenge live competition at NIPS 2017. 

Now more than ever, it is crucial to promote cross-pollination of ideas between academic research centers and industry. The goal of this workshop is to bring together researchers and practitioners in this area, to clarify impactful research problems, share findings from large-scale real-world deployments, and generate new ideas for future lines of research.   

This workshop will include invited talks from academia and industry, contributed work, and open discussion.  In these talks, senior technical leaders from many of the most popular conversational services will give insights into real usage and challenges at scale.  An open call for papers will be issued, and we will prioritize forward-looking papers that propose interesting and impactful contributions.  We will end the day with an open discussion, including a panel consisting of academic and industrial researchers.

Opening (Alborz) (Presentation)
Invited Talk - Satindar Singh (Presentation)
An Ensemble Model with Ranking for Social Dialogue (Presentation)
A Deep Reinforcement Learning Chatbot (Presentation)
Coffee Break / Hangup Posters (Break)
Invited Talk - Joelle Pineau (Presentation)
Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding (Presentation)
Lunch Break (Break)
Invited Talk: Amazon (Ashwin) (Presentation)
Invited Talk - Apple Talk (Blaise) (Presentation)
One Minute Poster Spotlight (Presentation)
Coffee Break / Poster Session (Break)
Invited Talk: Microsoft (Asli and Jianfeng) (Presentation)
Invited Talk: Google (Matt and Dilek) (Presentation)
Poster Session
Invited Talk: IBM (David, Rudolf) (Presentation)
Panel by organizers (Presentation)
Closing Remarks (Jason) (Presentation)