BabbleLabble: In addition to the binary label, annotators provide explanations which are parsed (semantic parsing) into logic forms with labeling functions. data programming
After transforming NL** explanations into executable logical forms by semantic parsing, NExT generalizes different types of actions specified by the logical forms for labeling data instances, which substantially increases the coverage of each NL explanation.