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Neural Question Answering with Finite Memory
Neural QA systems predominantly rely on a memory space whose size scales linearly with the number of facts. This post describes preliminary experiments with an architecture capable of answering simple questions by maintaining a finite set of memory locations as it iteratively reads a sequence of facts.
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Deconstructing bAbI Task 1
Overview and summary statistics for bABI task 1.
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Online NLP with Linear Classifiers
The simplicity of linear classifiers makes them especially well suited for online learning settings. This post compares the performance of several linear classifiers in on two well known natural language processing datasets in.
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Streamingplot
Streamingplot is a command line tool I wrote for streaming data visualization.