MoL membership is coextensive with the membership of the MoL mailing list. You can join the mailing list by submitting the following form. Note that registering as a member does not oblige you to anything.
MoL is a special interest group of the Association for Computational Linguistics (ACL). Members of MoL will generally find membership in ACL useful.