Self-Attentive Associative Memory

10 Feb 2020Hung LeTruyen TranSvetha Venkatesh

Heretofore, neural networks with external memory are restricted to single memory with lossy representations of memory interactions. A rich representation of relationships between memory pieces urges a high-order and segregated relational memory... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Question Answering bAbi STM Accuracy (trained on 10k) 99.85% # 1
Question Answering bAbi STM Mean Error Rate 0.39% # 2