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NEC Laboratories Europe

Machine Learning
Publications

A. Garcıa-Duran, R. Gonzalez, D. Onoro-Rubio, M. Niepert, H. Li: "TransRev: Modeling Reviews as Translations from Users to Items", 42nd European Conference on Information Retrieval (ECIR 2020), April 2020

C. Lawrence, B. Kotnis, M. Niepert: “Attending to Future Tokens for Bidirectional Sequence Generation”, EMNLP 2019.

K. Akimoto, T. Hiraoka, K. Sadamasa and M. Niepert: “Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas”, EMNLP 2019.

C. Wang, M.Niepert: “State-Regularized Recurrent Neural Networks” ICML 2019 (Thirty-sixth International Conference on Machine Learning), May 2019

L. Franceschi, X. He, M. Niepert, M. Pontil: “Learning Discrete Structures for Graph Neural Networks” ICML 2019 (Thirty-sixth International Conference on Machine Learning), 2019

C. Wang, M. Niepert, H. Li, "RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems" in IEEE Transactions on Neural Networks and Learning Systems. March 2019

A. G. Duran, D. Rubio, M. Niepert, Y. Liu, H. Li, D. Rosenblum, "MMKG: Multi-Modal Knowledge Graphs" in ESWC 2019, the 16th Extended Semantic Web Conference. March 2019

D. Rubio, A. G. Duran, M. Niepert, R. Gonzales, R. Lopez-Sastre, "Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs" in AKBC 2019, Automated Knowledge Base Construction Conference. March 2019

B. Kotnis, A. G. Duran, "Learning Numerical Attributes in Knowledge Bases" in AKBC 2019, Automated Knowledge Base Construction Conference. March 2019

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