Abductive Language Interpretation as Bottom-Up Deduction

A translation of abductive language interpretation problems into a deductive form is proposed and shown to be correct. No meta-level overhead is involved in the resulting formulas that can be evaluated by bottom-up deduction, e.g., by considering them as Constraint Handling Rules. The problem statement may involve background theories with integrity constraints, and minimal contexts are produced that can explain a discourse given