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We improve upon pairwise annotation for active learning in coreference resolution, by asking annotators to identify mention antecedents if a presented mention pair is deemed not coreferent.
Active learning for anaphora resolution
Caroline Gasperin. 2009 · 2009
Earlier work this paper cites.
Active learning literature survey
Burr Settles. 2010 · 2010
Earlier work this paper cites.
Active learning for coreference resolution
Florian Laws, Florian Heimerl, and Hinrich Schütze. 2012 · 2012
Earlier work this paper cites.
Conll-2012 shared task: Modeling multilingual unrestricted coreference in ontonotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Olga Uryupina, and Yuchen Zhang. 2012 · 2012
Earlier work this paper cites.
Learning a part-of-speech tagger from two hours of annotation
Dan Garrette and Jason Baldridge. 2013 · 2013
Earlier work this paper cites.
Domain adaptation with active learning for coreference resolution
Shanheng Zhao and Hwee Tou Ng. 2014 · 2014
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Active learning: a step towards automating medical concept extraction
Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, and Anthony Nguyen. 2015 · 2015
Cited alongside, same era.
An active learning approach to coreference resolution
Mrinmaya Sachan, Eduard Hovy, and Eric P. Xing. 2015 · 2015
Cited alongside, same era.
Supervised and unsupervised active learning for automatic speech recognition of low-resource languages
A. R. Syed, A. Rosenberg, and E. Kislal. 2016 · 2016
Cited alongside, same era.
spacy 2: Natural language understanding with bloom embeddings, convolutional neural networks and incremental parsing
Matthew Honnibal and Ines Montani. 2017 · 2017
Cited alongside, same era.
End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke S. Zettlemoyer. 2017 · 2017
Later among the works it cites.
Active learning for low-resource speech recognition: Impact of selection size and language modeling data
A. R. Syed, A. Rosenberg, and M. Mandel. 2017 · 2017
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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
Later among the works it cites.
Quoref: A reading comprehension dataset with questions requiring coreferential reasoning
Pradeep Dasigi, Nelson F. Liu, Ana Marasovic, Noah A. Smith, and Matt Gardner. 2019 · 2019
Later among the works it cites.
Evaluating gender bias in machine translation
Gabriel Stanovsky, Noah A. Smith, and Luke Zettlemoyer. 2019 · 2019
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