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

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)

PDF Abstract ICLR 2018 PDF ICLR 2018 Abstract
No code implementations yet. Submit your code now

Datasets


Results from the Paper


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

     Get a GitHub badge
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Answering bAbi ReMO Mean Error Rate 1.2% # 4

Methods used in the Paper


METHOD TYPE
Memory Network
Working Memory Models