Building dialogue systems and intelligent chatbots are very topical research challenges and Facebook is trying to accelerate these endeavors — first by creating and sharing relevant tooling and by sponsoring research that explores and extends this infrastructure. We are pleased to announce the following ParlAI research award winners and their topic areas.
A Task for Developing Context-Dependent Understanding of Language
Christopher Manning, Siva Reddy, Drew Arad, Stanford, University
Conversational Question Generation
Pooja Sethi,Maxwell Forbes, Ari Holtzman, Yejin Choi, University of Washington
GUIDE DialOGS: Engaging intelligent agents in task-specific vision-based dialog to assist the visually-impaired
Daniela Massiceti, Nantas Nardelli Siddharth Narayanaswamy Philip H.S. Torr, University of Oxford
Multi-model dialog generation with Off Policy Q-learning
Koustav Sinha, Nicolas Angleard-Gontier, Prasanna Parthasarathi, Michael Noseworthy, Peter Henderson, Joelle Pineau, McGill University
Personality-based Stylistic Dialogue Response Generation
Mohit Bansal, Tong Niu, Lisa Bauer, University of North Carolina, Chapel Hill
Treasure Hunt: Natural Language Navigation in Diverse Indoor Spaces
Peter Anderson,Qi Wu, Damien Teney, Niko Sunderhauf, Stephen Gould, Anton van den Hengel, Australian National University
Visual Reasoning with Natural Language in ParlAI
Yoav Artzi, Alane Sur, Cornell University
Towards Explainable Multi-Supporting-Fact Question Answering in the Wild
Peng Qi, Zhilin Yang, Saizheng Zhang, Yoshua Bengio,William W. Cohen, Christopher D. Manning, Ruslan Salakhutdinov, Stanford University
Partner- Specificity in Visually-Grounded Task-Oriented Dialogue
Raquel Fernandez, University of Amsterdam