One of the best things about working in machine learning and natural language processing is that the best conference and journal archives are already open acces

One of the best things about working in machine learning and natural language processing is that the best conference and journal archives are already open access ( books.nips.cc , usually ICML publishes the papers online, there's the ACL anthology, JMLR and JAIR are fully open access, etc).