  We present CL Scholar, the ACL Anthology knowledge graph miner to facilitate
high-quality search and exploration of current research progress in the
computational linguistics community. In contrast to previous works,
periodically crawling, indexing and processing of new incoming articles is
completely automated in the current system. CL Scholar utilizes both textual
and network information for knowledge graph construction. As an additional
novel initiative, CL Scholar supports more than 1200 scholarly natural language
queries along with standard keyword-based search on constructed knowledge
graph. It answers binary, statistical and list based natural language queries.
The current system is deployed at http://cnerg.iitkgp.ac.in/aclakg. We also
provide REST API support along with bulk download facility. Our code and data
are available at https://github.com/CLScholar.
