Publications (42)
ParlAI: A Dialog Research Software Platform
Alexander H. Miller, Will Feng, Adam Fisch +5
Question Answering with Subgraph Embeddings
Antoine Bordes, Sumit Chopra, Jason Weston
What makes a good conversation? How controllable attributes affect human judgments
Abigail See, Stephen Roller, Douwe Kiela +1
Personalizing Dialogue Agents: I have a dog, do you have pets too?
Saizheng Zhang, Emily Dinan, Jack Urbanek +3
ELI5: Long Form Question Answering
Angela Fan, Yacine Jernite, Ethan Perez +3
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent
Zhilin Yang, Saizheng Zhang, Jack Urbanek +5
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
Jesse Dodge, Andreea Gane, Xiang Zhang +5
End-To-End Memory Networks
Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston +1
Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces
Jason Weston, Samy Bengio, Philippe Hamel
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Leon Bottou +3
StarSpace: Embed All The Things!
Ledell Wu, Adam Fisch, Sumit Chopra +3
Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings
Antoine Bordes, Xavier Glorot, Jason Weston +1
Learning to Speak and Act in a Fantasy Text Adventure Game
Jack Urbanek, Angela Fan, Siddharth Karamcheti +7
A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, Jason Weston
Large-scale Simple Question Answering with Memory Networks
Antoine Bordes, Nicolas Usunier, Sumit Chopra +1
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
Jason Weston, Antoine Bordes, Oksana Yakhnenko +1
Why Build an Assistant in Minecraft?
Arthur Szlam, Jonathan Gray, Kavya Srinet +11
The paper proposes using Minecraft as a research platform for developing an open-ended AI assistant to advance natural language understanding and learning from dialogue.
Engaging Image Captioning Via Personality
Kurt Shuster, Samuel Humeau, Hexiang Hu +2
The Second Conversational Intelligence Challenge (ConvAI2)
Emily Dinan, Varvara Logacheva, Valentin Malykh +14
Dialogue Learning With Human-In-The-Loop
Jiwei Li, Alexander H. Miller, Sumit Chopra +2
Key-Value Memory Networks for Directly Reading Documents
Alexander Miller, Adam Fisch, Jesse Dodge +3
Irreflexive and Hierarchical Relations as Translations
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran +2
Wizard of Wikipedia: Knowledge-Powered Conversational agents
Emily Dinan, Stephen Roller, Kurt Shuster +3
Emergent Translation in Multi-Agent Communication
Jason Lee, Kyunghyun Cho, Jason Weston +1
Memory Networks
Jason Weston, Sumit Chopra, Antoine Bordes
Talk the Walk: Navigating New York City through Grounded Dialogue
Harm de Vries, Kurt Shuster, Dhruv Batra +3
Learning through Dialogue Interactions by Asking Questions
Jiwei Li, Alexander H. Miller, Sumit Chopra +2
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen, Adam Fisch, Jason Weston +1
Learning End-to-End Goal-Oriented Dialog
Antoine Bordes, Y-Lan Boureau, Jason Weston
Affinity Weighted Embedding
Jason Weston, Ron Weiss, Hector Yee
Open Question Answering with Weakly Supervised Embedding Models
Antoine Bordes, Jason Weston, Nicolas Usunier
Latent Structured Ranking
Jason Weston, John Blitzer
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations
Felix Hill, Antoine Bordes, Sumit Chopra +1
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré +1
Retrieve and Refine: Improved Sequence Generation Models For Dialogue
Jason Weston, Emily Dinan, Alexander H. Miller
Vehicle Communication Strategies for Simulated Highway Driving
Cinjon Resnick, Ilya Kulikov, Kyunghyun Cho +1
A Semantic Matching Energy Function for Learning with Multi-relational Data
Xavier Glorot, Antoine Bordes, Jason Weston +1
Tracking the World State with Recurrent Entity Networks
Mikael Henaff, Jason Weston, Arthur Szlam +2
Latent Collaborative Retrieval
Jason Weston, Chong Wang, Ron Weiss +1
Dialogue Natural Language Inference
Sean Welleck, Jason Weston, Arthur Szlam +1
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Jason Weston, Antoine Bordes, Sumit Chopra +4
Dialog-based Language Learning
Jason Weston