The Second Conversational Intelligence Challenge (ConvAI2)

2 code implementations • 31 Jan 2019 • Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston

We describe the setting and results of the ConvAI2 NeurIPS competition that aims to further the state-of-the-art in open-domain chatbots.

Key-Value Memory Networks for Directly Reading Documents

2 code implementations • EMNLP 2016 • Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston

Directly reading documents and being able to answer questions from them is an unsolved challenge.

Question Answering

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

1 code implementation • 21 Nov 2015 • Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston

A long-term goal of machine learning is to build intelligent conversational agents.