Farhad Shakerin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Default Theories

Inductive Learning

Natural Language

Top Venues

Theory Pract. Log. Program.

ICLP Technical Communications

Publications

Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
Counterfactual Generation with Answer Set Programming. CoRR (2024)
Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta
Counterfactual Explanation Generation with s(CASP). CoRR (2023)
Gopal Gupta, Elmer Salazar, Sarat Chandra Varanasi, Kinjal Basu, Joaquín Arias, Farhad Shakerin, Fang Li, Huaduo Wang
Tutorial: Automating Commonsense Reasoning. ICLP Workshops (2022)
Huaduo Wang, Farhad Shakerin, Gopal Gupta
FOLD-RM: A Scalable and Efficient Inductive Learning Algorithm for Multi-Category Classification of Mixed Data. CoRR (2022)
Huaduo Wang, Farhad Shakerin, Gopal Gupta
FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed Data. Theory Pract. Log. Program. 22 (5) (2022)
Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta
An ASP-based Approach to Answering Natural Language Questions for Texts. Theory Pract. Log. Program. 22 (3) (2022)
Gopal Gupta, Sarat Varnasi, Kinjal Basu, Zhuo Chen, Elmer Salazar, Farhad Shakerin, Serdar Erbatur, Fang Li, Huaduo Wang, Joaquín Arias, Brendan Hall, Kevin Driscoll
Formalizing Informal Logic and Natural Language Deductivism. ICLP Workshops (2021)
Huaduo Wang, Farhad Shakerin, Gopal Gupta
A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories. CoRR (2021)
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Joaquín Arias, Gopal Gupta
Knowledge-driven Natural Language Understanding of English Text and its Applications. AAAI (2021)
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Joaquín Arias, Gopal Gupta
Knowledge-driven Natural Language Understanding of English Text and its Applications. CoRR (2021)
Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta
An ASP-based Approach to Answering Natural Language Questions for Texts. CoRR (2021)
Farhad Shakerin, Gopal Gupta
White-box Induction From SVM Models: Explainable AI with Logic Programming. Theory Pract. Log. Program. 20 (5) (2020)
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Gopal Gupta
SQuARE: Semantics-based Question Answering and Reasoning Engine. ICLP Technical Communications (2020)
Farhad Shakerin, Gopal Gupta
White-box Induction From SVM Models: Explainable AI with Logic Programming. CoRR (2020)
Kinjal Basu, Farhad Shakerin, Gopal Gupta
AQuA: ASP-Based Visual Question Answering. PADL (2020)
Farhad Shakerin, Gopal Gupta
Whitebox Induction of Default Rules Using High-Utility Itemset Mining. PADL (2020)
Farhad Shakerin
Induction of Non-monotonic Logic Programs To Explain Statistical Learning Models. ICLP Technical Communications (2019)
Farhad Shakerin, Gopal Gupta
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME. AAAI (2019)
Farhad Shakerin, Gopal Gupta
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset Mining. CoRR (2019)
Farhad Shakerin, Gopal Gupta
Heuristic Based Induction of Answer Set Programs, From Default theories to Combinatorial problems. ILP Up-and-Coming / Short Papers (2018)
Farhad Shakerin, Gopal Gupta
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME. CoRR (2018)
Farhad Shakerin, Gopal Gupta
Cumulative Scoring-Based Induction of Default Theories. ICLP (Technical Communications) (2018)
Farhad Shakerin, Gopal Gupta
Heuristic Based Induction of Answer Set Programs: From Default theories to combinatorial problems. CoRR (2018)
Gopal Gupta, Elmer Salazar, Kyle Marple, Zhuo Chen, Farhad Shakerin
A Case for Query-driven Predicate Answer Set Programming. ARCADE@CADE (2017)
Farhad Shakerin, Elmer Salazar, Gopal Gupta
A New Algorithm to Automate Inductive Learning of Default Theories. CoRR (2017)
Farhad Shakerin, Elmer Salazar, Gopal Gupta
A new algorithm to automate inductive learning of default theories. Theory Pract. Log. Program. 17 (5-6) (2017)