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Identifying the intent of a citation in scientific papers (e.g., background information, use of methods, comparing results) is critical for machine reading of individual publications and automated analysis of the scientific literature.
Scibert: Pretrained contextualized embeddings for scientific text
Iz Beltagy, Arman Cohan, and Kyle Lo. 2019 · 1903
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Highly cited old papers and the reasons why they continue to be cited. part ii., the 1953 watson and crick article on the structure of dna
Tanzila Ahmed, Ben Johnson, Charles Oppenheim, and Catherine Peck. 2004 · 1953
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Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2014 · 1958
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Statistical Association Methods for Mechanized Documentation: Symposium Proceedings, Washington, 1964 , volume 269
Mary Elizabeth Stevens and Vincent Edward Giuliano. 1965 · 1964
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Some results on the function and quality of citations
Michael J Moravcsik and Poovanalingam Murugesan. 1975 · 1975
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Is scientists’ publishing behaviour rewardseeking?
Terttu Luukkonen. 1992 · 1992
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Multitask learning
Rich Caruana. 1997 · 1997
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Theories of citation?
Loet Leydesdorff. 1998 · 1998
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Towards an automated citation classifier
Mark Garzone and Robert E Mercer. 2000 · 2000
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A new approach for scientific citation classification using cue phrases
Son Bao Pham and Achim Hoffmann. 2003 · 2003
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Citation analysis and discourse analysis revisited
Howard D White. 2004 · 2004
Cited alongside, same era.
Automatic classification of citation function
Simone Teufel, Advaith Siddharthan, and Dan Tidhar. 2006 · 2006
Cited alongside, same era.
The acl anthology reference corpus: A reference dataset for bibliographic research in computational linguistics
Steven Bird, Robert Dale, Bonnie J. Dorr, Bryan R. Gibson, Mark Thomas Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir R. Radev, and Yee Fan Tan. 2008 · 2008
Cited alongside, same era.
Use of citation per publication as an indicator to evaluate contingent valuation research
Zhi Li and Yuh-Shan Ho. 2008 · 2008
Cited alongside, same era.
Citation context analysis for information retrieval
Anna Ritchie. 2009 · 2009
Cited alongside, same era.
Automatically classifying the role of citations in biomedical articles
Scientific article summarization using citation-context and article’s discourse structure
Arman Cohan and Nazli Goharian. 2015 · 2015
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Matching citation text and cited spans in biomedical literature: a search-oriented approach
Arman Cohan, Luca Soldaini, and Nazli Goharian. 2015 · 2015
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Contextualizing citations for scientific summarization using word embeddings and domain knowledge
Arman Cohan and Nazli Goharian. 2017 · 2017
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Reporting score distributions makes a difference: Performance study of lstm-networks for sequence tagging
Nils Reimers and Iryna Gurevych. 2017 · 2017
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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Shashank Agarwal, Lisha Choubey, and Hong Yu. 2010 · 2010
Cited alongside, same era.
Rectified linear units improve restricted boltzmann machines
Vinod Nair and Geoffrey E Hinton. 2010 · 2010
Cited alongside, same era.
Ensemble-style self-training on citation classification
Cailing Dong and Ulrich Schäfer. 2011 · 2011
Cited alongside, same era.
Adadelta: an adaptive learning rate method
Matthew D Zeiler. 2012 · 2012
Cited alongside, same era.
Purpose and polarity of citation: Towards nlp-based bibliometrics
Amjad Abu-Jbara, Jefferson Ezra, and Dragomir Radev. 2013 · 2013
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
Cited alongside, same era.
Allennlp: A deep semantic natural language processing platform
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew E. Peters, Michael Schmitz, and Luke S. Zettlemoyer. 2018 · 2018
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Measuring the evolution of a scientific field through citation frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, and Dan Jurafsky. 2018 · 2018
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Deep contextualized word representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke S. Zettlemoyer. 2018 · 2018
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Characterizing highly cited method and non-method papers using citation contexts: The role of uncertainty
Henry Small. 2018 · 2018
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Neural multi-task learning for citation function and provenance
Xuan Su, Animesh Prasad, Min-Yen Kan, and Kazunari Sugiyama. 2018 · 2018
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Syntactic scaffolds for semantic structures
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke S. Zettlemoyer, Chris Dyer, and Noah A. Smith. 2018 · 2018
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