Beyond Goldfish Memory: Long-Term Open-Domain Conversation
Jing Xu, Arthur Szlam, Jason Weston
People
Arthur Szlam
Research Scientist
Prior to joining Meta, I was an assistant professor at CCNY in the math department. I did my PhD under R. Coifman at Yale.
Interests
Machine learning, harmonic analysis on graphs, and data
Latest Publications
2021
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
Not All Memories are Created Equal: Learning to Forget by Expiring
Sainbayar Sukhbaatar, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant
Kavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam
The Second Conversational Intelligence Challenge (ConvAI2)
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, Jason Weston
Residual Energy-Based Models for Text Generation
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato