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)

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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