Hi All, I am working on a project where I need to identify entities in a text and link them back to Wikipedia articles or freebase IDs. I can detect the entities but I need a system that can disambiguate them. As I noticed many systems use Wikipedia as a backend for knowledge. I would like to hear your opinion regarding any previous experiences dealing with any of the different available systems. I tried till now Wikipedia miner, and the problem it can not detect most of the _real_ ambiguous situations. For example, the American town called Hebron<http://wikipedia-miner.cms.waikato.ac.nz/demos/annotate/?source=Hebron+is+a+town+in+Boone+Township%2C+Porter+County%2C+Indiana%2C+United+States.+The+population+was+3%2C724+at+the+2010+census.&sourceMode=AUTO&repeatMode=ALL&minProbability=0>. Accuracy can be traded in case the system is really fast as we are planning to process huge amount of data.
Regards. -- Rami Al-Rfou' Stony Brook University PhD student @ Computer Science Dept.
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