An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
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Sep 12, 2024 - Python
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abductive-learning
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The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!
paper commonsense-reasoning counterfactual counterfactual-inference abductive-learning sentence-semantic social-commonsense social-commonsense-reasoning
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Jun 12, 2022 - Python
A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.
machine-learning artificial-intelligence logic-programming automl automated-machine-learning inductive-logic-programming inference-engine automated-data-science explainable-ai explainable-ml abductive-learning abductive-commonsense-reasoning inverse-entailment pygol
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Nov 7, 2024 - C
Paraconsistent Abductive Learning
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Sep 20, 2024 - Python
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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Dec 1, 2020 - Jupyter Notebook
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Nov 18, 2024 - Java
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