566 citations · 2.3k across the 23 of their papers we have counts for
3 papers · 1 filter
Memory Networks
Jason Weston, Sumit Chopra, Antoine Bordes
We describe a new class of learning models called memory networks. Memory networks reason with inference components combined with a long-term memory component; they learn how to us…
Question Answering with Subgraph Embeddings
Antoine Bordes, Sumit Chopra, Jason Weston
This paper presents a system which learns to answer questions on a broad range of topics from a knowledge base using few hand-crafted features. Our model learns low-dimensional emb…
Open Question Answering with Weakly Supervised Embedding Models
Antoine Bordes, Jason Weston, Nicolas Usunier
Building computers able to answer questions on any subject is a long standing goal of artificial intelligence. Promising progress has recently been achieved by methods that learn t…