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Conducting a manual evaluation is considered an essential part of summary evaluation methodology.
Duc 2003: Documents, tasks, and measures
NIST. 2003 · 2003
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Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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Evaluating content selection in summarization: The pyramid method
Ani Nenkova and Rebecca Passonneau. 2004 · 2004
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Overview of duc 2006
Hoa Trang Dang. 2006 · 2006
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Pyramid annotation guide: Duc 2006
Rebecca Passonneau. 2006 · 2006
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Applying the pyramid method in the 2006 document understanding conference
Rebecca Passonneau, Kathleen McKeown, Sergey Sigelman, and Adam Goodkind. 2006 · 2006
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Non-expert evaluation of summarization systems is risky
Dan Gillick and Yang Liu. 2010 · 2010
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On aggregating labels from multiple crowd workers to infer relevance of documents
Mehdi Hosseini, Ingemar J Cox, Nataša Milić-Frayling, Gabriella Kazai, and Vishwa Vinay. 2012 · 2012
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An assessment of the accuracy of automatic evaluation in summarization
Karolina Owczarzak, John M Conroy, Hoa Trang Dang, and Ani Nenkova. 2012 · 2012
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Learning whom to trust with mace
Dirk Hovy, Taylor Berg-Kirkpatrick, Ashish Vaswani, and Eduard Hovy. 2013 · 2013
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Document understanding conferences
NIST. 2014 · 2014
Cited alongside, same era.
Linguistically debatable or just plain wrong?
Barbara Plank, Dirk Hovy, and Anders Søgaard. 2014 · 2014
Cited alongside, same era.
Abstractive text summarization using sequence-to-sequence rnns and beyond
Ramesh Nallapati, Bowen Zhou, Cicero dos Santos, Caglar Gulcehre, and Bing Xiang. 2016 · 2016
Cited alongside, same era.
Peak: Pyramid evaluation via automated knowledge extraction
Qian Yang, Rebecca J. Passonneau, and Gerard de Melo. 2016 · 2016
Cited alongside, same era.
The price of debiasing automatic metrics in natural language evalaution
Arun Chaganty, Stephen Mussmann, and Percy Liang. 2018 · 2018
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Controllable abstractive summarization
Angela Fan, David Grangier, and Michael Auli. 2018 · 2018
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April: Interactively learning to summarise by combining active preference learning and reinforcement learning
Yang Gao, Christian M. Meyer, and Iryna Gurevych. 2018 · 2018
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Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies
Max Grusky, Mor Naaman, and Yoav Artzi. 2018 · 2018
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Automatic pyramid evaluation exploiting edu-based extractive reference summaries
Tsutomu Hirao, Hidetaka Kamigaito, and Masaaki Nagata. 2018 · 2018
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Text analysis conference
NIST. 2018 · 2018
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Concept-map-based multi-document summarization using concept coreference resolution and global importance optimization
Tobias Falke, Christian M. Meyer, and Iryna Gurevych. 2017 · 2017
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A deep reinforced model for abstractive summarization
Romain Paulus, Caiming Xiong, and Richard Socher. 2018 · 2018
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