The Python notebook runs open source versions of each approach on the same data, detailed commentary can be found in the Bag2Rules paper.
A more detailed analysis of Sherlock, a GPU implementation of ARM is in the peer-reviewed paper at http://www.rcs.cic.ipn.mx/rcs/2016_110/A%20Lookup-Free%20Approach%20to%20Knowledge%20Extraction%20from%20News%20Feeds.pdf and a poster for NVIDIA GTC 2015 presentation is included here.