A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.
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Updated
Nov 7, 2024 - C
A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.
The project trains google T5 on ANLG and COS-E datasets and use these pretrained models to generates explanations for ReColr contexts which along with the context and question are passed to ALBERT for prediction.
Source code for the paper: Espinosa Dice N, Kaye M, Ahmed H, Montanez G, "A Probabilistic Theory of Abductive Reasoning," ICAART 2021. Work supported in part by the National Science Foundation under Grant No. 1950885.
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