Mark E Neumann
5 papers in the PaperMetrix corpus
Papers by this author
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Deep Contextualized Word Representations
2018
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume …
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AllenNLP: A Deep Semantic Natural Language Processing Platform
2018
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, Luke Zettlemoyer. Proceedings of Workshop for NLP Open Source Software (NLP-OSS). 2018.
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Dissecting Contextual Word Embeddings: Architecture and Representation
2018
Contextual word representations derived from pre-trained bidirectional language models (biLMs) have recently been shown to provide significant improvements to the state of the art for a wide range of NLP tasks. However, many questions remain …
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Knowledge Enhanced Contextual Word Representations
2019
Matthew E. Peters, Mark Neumann, Robert Logan, Roy Schwartz, Vidur Joshi, Sameer Singh, Noah A. Smith. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on …
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S2ORC: The Semantic Scholar Open Research Corpus
2020
We introduce S2ORC, 1 a large corpus of 81.1M English-language academic papers spanning many academic disciplines. The corpus consists of rich metadata, paper abstracts, resolved bibliographic references, as well as structured full text for 8.1M …