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Cross-Document Language Modeling


Jan 02, 2021
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan


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Explaining NLP Models via Minimal Contrastive Editing (MiCE)


Dec 27, 2020
Alexis Ross, Ana Marasović, Matthew E. Peters


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Learning from Task Descriptions


Nov 16, 2020
Orion Weller, Nicholas Lourie, Matt Gardner, Matthew E. Peters

* EMNLP 2020 

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Longformer: The Long-Document Transformer


Apr 10, 2020
Iz Beltagy, Matthew E. Peters, Arman Cohan


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Adversarial Filters of Dataset Biases


Feb 20, 2020
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew E. Peters, Ashish Sabharwal, Yejin Choi


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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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Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling


Jun 20, 2019
Robert L. Logan IV, Nelson F. Liu, Matthew E. Peters, Matt Gardner, Sameer Singh


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Linguistic Knowledge and Transferability of Contextual Representations


Apr 11, 2019
Nelson F. Liu, Matt Gardner, Yonatan Belinkov, Matthew E. Peters, Noah A. Smith

* 22 pages, 4 figures; to appear at NAACL 2019. Converted appendices to two-column format for camera-ready 

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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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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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Semi-supervised sequence tagging with bidirectional language models


Apr 29, 2017
Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, Russell Power

* To appear in ACL 2017 

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