zxlzr / deepDB

Neural tensor network for KB completion ( http://papers.nips.cc/paper/by-source-2013-504 )

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deepDB

Richard Socher, Danqi Chen, et al.'s code of a neural tensor network for knowledge base completion. Re-posted here to include customizations. Original code at http://www-nlp.stanford.edu/~socherr/codeDeepDB.zip ( 128 MB ).

Usage

s. README.txt

For the impatient:

matlab
cd deepDB/code/
train

Consider customizing your parameters in defaultParams.m.

License

The original license applies.

"Please cite the following paper when you use the data set or code:

@incollection{SocherChenManningNg2013, title = {{Reasoning With Neural Tensor Networks For Knowledge Base Completion}}, author = {Richard Socher and Danqi Chen and Christopher D. Manning and Andrew Y. Ng}, booktitle = {{Advances in Neural Information Processing Systems 26}}, year = {2013} }"

References

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Neural tensor network for KB completion ( http://papers.nips.cc/paper/by-source-2013-504 )


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