Publications

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Thesis
M. Ebrahimi, “Towards generalizable neuro-symbolic reasoners”, Kansas State University, Manhattan, KS, 2021.
Manuscript
M. Ebrahimi, Eberhart, A., and Hitzler, P., “On the Capabilities of Pointer Networks for Deep Deductive Reasoning”, arXiv, arXiv:2106.09225 vol., 2021.PDF icon 2106.09225.pdf (410.48 KB)
Journal Article
M. Ebrahimi, Eberhart, A., Bianchi, F., and Hitzler, P., “Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.PDF icon APIN2021.pdf (865.93 KB)
P. Hitzler, Bianchi, F., Ebrahimi, M., and Sarker, M. K., “Neural-Symbolic Integration and the Semantic Web”, Semantic Web, vol. 11, no. 1, 2020.
Journal
M. Ebrahimi, HosseinYazdavar, A., Salim, N., and Eltyeb, S., “Recognition of side effects as implicit-opinion words in drug reviews”. 2016.
M. Ebrahimi, Yazdavar, A. Hossein, and Sheth, A., “Challenges of Sentiment Analysis for Dynamic Events”. 2017.
Conference Proceedings
A. Eberhart, Ebrahimi, M., Zhou, L., Shimizu, C., and Hitzler, P., “Completion Reasoning Emulation for the Description Logic EL+”, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Conference Papers
A. Hossein Yazdavar, “Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media”, in ASONAM, 2017.
M. Ebrahimi, Sarker, M. K., Bianchi, F., Xie, N., Eberhart, A., Doran, D., Kim, H. S., and Hitzler, P., “Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment”, in AAAI-MAKE 2021, 2021.PDF icon 2021-AAAI_MAKE.pdf (753.28 KB)