Key-Value Memory Networks for Directly Reading Documents

EMNLP 2016 Alexander MillerAdam FischJesse DodgeAmir-Hossein KarimiAntoine BordesJason Weston

Directly reading documents and being able to answer questions from them is an unsolved challenge. To avoid its inherent difficulty, question answering (QA) has been directed towards using Knowledge Bases (KBs) instead, which has proven effective... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Question Answering WikiQA Key-Value Memory Network MAP 0.7069 # 5
Question Answering WikiQA Key-Value Memory Network MRR 0.7265 # 4