Publications

Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel. From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP. in ECAI 2023 . Sept, 2023

Shahin Atakishiyev, Mohammad Salameh, Housam Babiker, Randy Goebel. Explaining Autonomous Driving Actions with Visual Question Answering. in IEEE-ITSC 2023 . Sept, 2023

Mi-Young Kim, Juliano Rabelo, Housam Babiker, Randy Goebel. Transformer-based Legal Information Extraction. in ICAIL 2023 . June, 2023

Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel. Locally Distributed Activation Vectors for Guided Feature Attribution. in COLING 2022 . Oct, 2022

Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel. Neural Networks with Feature Attribution and Contrastive Explanations. in ECML PKDD . September, 2022

Juliano Rabelo, Mi-Young Kim and Randy Goebel. Semantic-based Classification of Relevant Case Law. In the proc. of the sixteenth International Workshop on Juris-informatics, .June, 2022

Mi-Young Kim, Juliano Rabelo, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano and Ken Satoh. COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment. In the proc. of the sixteenth International Workshop on Juris-informatics,, .June, 2022

Juliano Rabelo, Randy Goebel, Mi-Young Kim, Yoshinobu Kano, Masaharu Yoshioka, and Ken Satoh. Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 2021. In the Journal of Review of Socionetwork Strategies, 16(1):111-133 .2022

Mi-Young Kim, Juliano Rabelo, Kingsley Okeke, Randy Goebel. Legal Information Retrieval and Entailment based on BM25, Transformer and Semantic Thesaurus methods. In the Journal of Review of Socionetwork Strategies,16(1):157-174 .2022

Farruque, N., Goebel, R., Zaïane, O. R., & Sivapalan, S. Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (pp. 1472-1477). December, 2021

Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Mohammad-Hossein Motallebi, Juliano Rabelo, Talat Syed, Hengshuai Yao, Peter Chun. A Multi-component Framework for the Analysis and Design of Explainable Artificial Intelligence. Machine Learning and Knowledge Extraction, Special Issue on Advances in Explainable Artificial Intelligence - MDPI, 3, pp900-921,2021

Housam Babiker, Mi-Young Kim and Randy Goebel. DISK-CSV: Distilling Interpretable Semantic Knowledge via Class Semantic Vector. Annual Conference of the European Chapter of the Association for Computational Linguistics, Kyiv, Ukraine. 2021.

Housam Babiker, Mi-Young Kim and Randy Goebel. RANCC: Rationalizing Neural Networks via Concept Clustering. Proceedings of the 28th International Conference on Computational Linguistics, Barcelona, Spain. 2020.

Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek (Eds), xxAI - Beyond Explainable AI. Lecture Notes in Artificial Intelligence). July, 2020

Ruoxian Song, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaïane. A Domain Adaptation Multi-instance Learning for Diabetic Retinopathy Grading on Retinal Images. IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020). December 16-19, 2020

Juliano Rabelo, Mi-Young Kim and Randy Goebel. Application of Text Entailment Techniques in COLIEE 2020. International Workshop on Juris-informatics (JURISIN) associated with JSAI International Symposia on AI (JSAI-isAI). 2020.

S. Atakishiyev, H. Babiker, N. Farruque, R. Goebel , M-Y. Kim, M.H. Motallebi, J. Rabelo, T. Syed and O. R. Zaïane. A multi-component framework for the analysis and design of explainable artificial intelligence. arXiv. 2020.

Mi-Young Kim, Juliano Rabelo and Randy Goebel. Statute Law Information Retrieval and Entailment. ICAIL '19: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, Montreal, Canada. 2019.

Juliano Rabelo, Mi-Young Kim and Randy Goebel. Combining Similarity and Transformer Methods for Case Law Entailment. ICAIL '19: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, Montreal, Canada. 2019.

Randy Goebel, Ajay ChanderKatharina HolzingerFreddy LecueZeynep AkataSimone StumpfPeter Kieseberg,Andreas Holzinger. CD-MAKE 2018: Machine Learning and Knowledge Extraction. Accepted. 2018.

Housam Babiker, Randy Goebel. An Introduction to Deep Visual Explanation. Neural Information Processing Workshop on Inteprtable Machine Learning, USA. 2017.

Housam Babiker, Randy Goebel. Using KL-divergence to focus Deep Visual Explanation Neural Information Processing, Interpretable ML Symposium, USA. 2017.