Github user MechCoder commented on the pull request: https://github.com/apache/spark/pull/5467#issuecomment-92679362 I've addressed your comments. I did not use the blas calls from linalg.blas initially since I thought there might be some overhead due to preprocessing. This should be faster at least for repeated calls to `findSynonyms`, for obvious reasons.
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