TwiCS is a system which is a implementation of ideas discussed in research paper called "TwiCS: Microblog Entity Mention Detection with Multi-pass Lightweight Computations"
PythonMIT
TwiCS
Lightweight Entity Mention Detection in Targeted Twitter Streams