Publications

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2015
X. He, Rekatsinas, T., Foulds, J., Getoor, L., and Liu, Y., HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades, in International Conference on Machine Learning, 2015.PDF icon He2015HawkesTopic.pdf (819.91 KB)
P. Kouki, Fakhraei, S., Foulds, J., Eirinaki, M., and Getoor, L., HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems, in 9th ACM Conference on Recommender Systems (RecSys), 2015.PDF icon kouki-recsys15.pdf (1.03 MB)
D. Sridhar, Foulds, J., Walker, M., Huang, B., and Getoor, L., Joint Models of Disagreement and Stance in Online Debate, in Annual Meeting of the Association for Computational Linguistics (ACL), 2015.PDF icon sridhar-acl15.pdf (227.14 KB)
J. Foulds, Kumar, S., and Getoor, L., Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models, in International Conference on Machine Learning (ICML), 2015.PDF icon Foulds2015LatentTopicNetworks.pdf (382.53 KB)
A. Grycner, Weikum, G., Pujara, J., Foulds, J., and Getoor, L., RELLY: Inferring Hypernym Relationships Between Relational Phrases, in Conference on Empirical Methods in Natural Language Processing, 2015.PDF icon agrycner-emnlp15.pdf (234.86 KB)
A. Ramesh, Kumar, S., Foulds, J., and Getoor, L., Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums, in 53rd Annual Meeting of the Association for Computational Linguistics (ACL), 2015.PDF icon ramesh-acl15.pdf (168.7 KB)