Open Question Answering with Weakly Supervised Embedding Models

16 Apr 2014Antoine BordesJason WestonNicolas 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 to map questions to logical forms or database queries... (read more)

PDF Abstract

Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Question Answering Reverb Weakly Supervised Embeddings Accuracy 73% # 1
Question Answering WebQuestions Weakly Supervised Embeddings F1 29.7% # 3