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Deep Contextualized Word Representations.

M. Peters, M. Neumann, M. Iyyer, M. Gardner, C. Clark, K. Lee, and L. Zettlemoyer. NAACL-HLT, page 2227-2237. Association for Computational Linguistics, (2018)

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Michael Matthiesen University of Stuttgart

Caroline Mattes University of Stuttgart

Hon. -Prof. Dr. -Ing. Marcus Mattis University of Stuttgart

Michael Matthé University of Stuttgart

Fabian Matter University of Stuttgart

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Linguistic Knowledge and Transferability of Contextual Representations.N. Liu, M. Gardner, Y. Belinkov, M. Peters, and N. Smith. NAACL-HLT (1), page 1073-1094. Association for Computational Linguistics, (2019)Combining Vector Space Embeddings with Symbolic Logical Inference over Open-Domain Text.M. Gardner, P. Talukdar, and T. Mitchell. AAAI Spring Symposia, AAAI Press, (2015)Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling.R. IV, N. Liu, M. Peters, M. Gardner, and S. Singh. ACL (1), page 5962-5971. Association for Computational Linguistics, (2019)Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing.B. Bogin, J. Berant, and M. Gardner. ACL (1), page 4560-4565. Association for Computational Linguistics, (2019)Translation Invariant Word Embeddings.K. Huang, M. Gardner, E. Papalexakis, C. Faloutsos, N. Sidiropoulos, T. Mitchell, P. Talukdar, and X. Fu. EMNLP, page 1084-1088. The Association for Computational Linguistics, (2015)Neural Module Networks for Reasoning over Text.N. Gupta, K. Lin, D. Roth, S. Singh, and M. Gardner. CoRR, (2019)Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge.M. Gardner, and J. Krishnamurthy. CoRR, (2016)Reasoning Over Paragraph Effects in Situations.K. Lin, O. Tafjord, P. Clark, and M. Gardner. CoRR, (2019)Simple and Effective Multi-Paragraph Reading Comprehension.C. Clark, and M. Gardner. CoRR, (2017)Grammar-based Neural Text-to-SQL Generation.K. Lin, B. Bogin, M. Neumann, J. Berant, and M. Gardner. CoRR, (2019)