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GORC: A large contextual citation graph of academic papers

Nov 07, 2019
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, Dan S. Weld

* 12 pages, 2 figures, 5 appendices 

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Knowledge Enhanced Contextual Word Representations

Sep 09, 2019
Matthew E. Peters, Mark Neumann, Robert L. Logan IV, Roy Schwartz, Vidur Joshi, Sameer Singh, Noah A. Smith

* EMNLP 2019 

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Grammar-based Neural Text-to-SQL Generation

May 30, 2019
Kevin Lin, Ben Bogin, Mark Neumann, Jonathan Berant, Matt Gardner

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ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Feb 21, 2019
Mark Neumann, Daniel King, Iz Beltagy, Waleed Ammar

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Dissecting Contextual Word Embeddings: Architecture and Representation

Sep 27, 2018
Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih

* EMNLP 2018 

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Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context

Jun 20, 2018
Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar

* ACL 2018 BioNLP workshop 

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AllenNLP: A Deep Semantic Natural Language Processing Platform

May 31, 2018
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson Liu, Matthew Peters, Michael Schmitz, Luke Zettlemoyer

* Describes the initial version of AllenNLP. Many features and models have been added since the first release. This is the paper to cite if you use AllenNLP in your research. Updated 5/31/2018 with version accepted to the NLP OSS workshop help at ACL 2018 

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Deep contextualized word representations

Mar 22, 2018
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer

* NAACL 2018. Originally posted to openreview 27 Oct 2017. v2 updated for NAACL camera ready 

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Learning to Reason With Adaptive Computation

Nov 10, 2016
Mark Neumann, Pontus Stenetorp, Sebastian Riedel

* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems 

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