no code implementations • 30 Jan 2023 • Parth Padalkar, Huaduo Wang, Gopal Gupta
We evaluate the performance of our "semantic labelling algorithm" to quantify the efficacy of the semantic labelling for both the NeSy model and the NeSy-EBP model.
no code implementations • 16 Aug 2022 • Huaduo Wang, Gopal Gupta
A model with smaller number of rules and literals is easier to understand for human beings.
no code implementations • 15 Jun 2022 • Huaduo Wang, Gopal Gupta
FOLD-R++ is a new inductive learning algorithm for binary classification tasks.
2 code implementations • 14 Feb 2022 • Huaduo Wang, Farhad Shakerin, Gopal Gupta
FOLD-RM is an automated inductive learning algorithm for learning default rules for mixed (numerical and categorical) data.
no code implementations • AAAI Workshop CLeaR 2022 • Huaduo Wang, Gopal Gupta
FOLD-R is an automated inductive learning algorithm for learning default rules with exceptions for mixed (numerical and categorical) data.
no code implementations • 17 Oct 2021 • Suraj Kothawade, Vinaya Khandelwal, Kinjal Basu, Huaduo Wang, Gopal Gupta
That is, while machine learning technology is good for observing and automatically understanding the surroundings of an automobile, driving decisions are better automated via commonsense reasoning rather than machine learning.
1 code implementation • 15 Oct 2021 • Huaduo Wang, Gopal Gupta
We also create a powerful tool-set by combining FOLD-R++ with s(CASP)-a goal-directed ASP execution engine-to make predictions on new data samples using the answer set program generated by FOLD-R++.
no code implementations • 11 Oct 2021 • Kinjal Basu, Huaduo Wang, Nancy Dominguez, Xiangci Li, Fang Li, Sarat Chandra Varanasi, Gopal Gupta
We present the philosophy behind CASPR's design as well as details of its implementation.
no code implementations • 26 Sep 2021 • Huaduo Wang, Farhad Shakerin, Gopal Gupta
We present a clustering- and demotion-based algorithm called Kmeans-FOLD to induce nonmonotonic logic programs from positive and negative examples.
no code implementations • 17 Sep 2021 • Fang Li, Huaduo Wang, Kinjal Basu, Elmer Salazar, Gopal Gupta
We consider the problem of finding relevant consistent concepts in a conversational AI system, particularly, for realizing a conversational socialbot.
no code implementations • 2 Apr 2021 • Fang Li, Huaduo Wang, Gopal Gupta
As a result, justification for why a literal is in the answer set is hard to produce.