Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning

ICLR 2018 • Jihyung Moon • Hyochang Yang • Sungzoon Cho

To solve the text-based question and answering task that requires relational reasoning, it is necessary to memorize a large amount of information and find out the question relevant information from the memory. Most approaches were based on external memory and four components proposed by Memory Network... (read more)

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bAbI

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Ranked #4 on Question Answering on bAbi (Mean Error Rate metric)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Answering bAbi ReMO Mean Error Rate 1.2% # 4
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METHOD TYPE
Memory Network
Working Memory Models
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