Open Question Answering with Weakly Supervised Embedding Models

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

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Answering Reverb Weakly Supervised Embeddings Accuracy 73% # 1
Question Answering WebQuestions Weakly Supervised Embeddings F1 29.7% # 3

Methods used in the Paper


METHOD TYPE
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