Rotational Unit of Memory

ICLR 2018 Rumen DangovskiLi JingMarin Soljacic

The concepts of unitary evolution matrices and associative memory have boosted the field of Recurrent Neural Networks (RNN) to state-of-the-art performance in a variety of sequential tasks. However, RNN still have a limited capacity to manipulate long-term memory... (read more)

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#4 best model for Question Answering on bAbi (Accuracy (trained on 1k) metric)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Question Answering bAbi RUM Accuracy (trained on 1k) 73.2% # 4