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We propose SumQE, a novel Quality Estimation model for summarization based on BERT.
BLEU: A Method for Automatic Evaluation of Machine Translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Applied Statistics for the Behavioral Sciences , volume 663 of Applied Statistics for the Behavioral Sciences
D.E. Hinkle, W. Wiersma, and S.G. Jurs. 2003 · 2003
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Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics
Chin-Yew Lin and Eduard Hovy. 2003 · 2003
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ROUGE: A Package for Automatic Evaluation of Summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
Evaluating Content Selection in Summarization: The Pyramid Method
Ani Nenkova and Rebecca Passonneau. 2004 · 2004
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DUC 2005: Evaluation of Question-focused Summarization Systems
Hoa Trang Dang. 2006a · 2005
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Overview of DUC 2006
Hoa Trang Dang. 2006b · 2006
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DUC in Context
Paul Over, Hoa Dang, and Donna Harman. 2007 · 2007
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Findings of the 2012 Workshop on Statistical Machine Translation
Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, and Lucia Specia. 2012 · 2012
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A Survey of Text Summarization Techniques
Ani Nenkova and Kathleen McKeown. 2012 · 2012
Cited alongside, same era.
Automatically Assessing Machine Summary Content Without a Gold Standard
Annie Louis and Ani Nenkova. 2013 · 2013
Cited alongside, same era.
Automated Pyramid Scoring of Summaries using Distributional Semantics
Rebecca J. Passonneau, Emily Chen, Weiwei Guo, and Dolores Perin. 2013 · 2013
Cited alongside, same era.
Meteor Universal: Language Specific Translation Evaluation for Any Target Language
Michael Denkowski and Alon Lavie. 2014 · 2014
Cited alongside, same era.
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE
Yvette Graham. 2015 · 2015
Cited alongside, same era.
Findings of the 2016 Conference on Machine Translation
Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Aurelie Neveol, Mariana Neves, Martin Popel, Matt Post, Raphael Rubino, Carolina Scarton, Lucia Specia, Marco Turchi, Karin Verspoor, and Marcos Zampieri. 2016 · 2016
Recent automatic text summarization techniques: a survey
Mahak Gambhir and Vishal Gupta. 2017 · 2017
Later among the works it cites.
Pushing the Limits of Translation Quality Estimation
André F. T. Martins, Marcin Junczys-Dowmunt, Fabio N. Kepler, Ramón Astudillo, Chris Hokamp, and Roman Grundkiewicz. 2017 · 2017
Later among the works it cites.
Attention is All you Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Later among the works it cites.
Findings of the WMT 2018 Shared Task on Quality Estimation
Lucia Specia, Frédéric Blain, Varvara Logacheva, Ramón Astudillo, and André F. T. Martins. 2018 · 2018
Later among the works it cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Closest in time.
Language Models are Unsupervised Multitask Learners
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Cited alongside, same era.
Text Summarization Techniques: A Brief Survey
Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, and Krys Kochut. 2017 · 2017
Cited alongside, same era.
Findings of the 2017 Conference on Machine Translation (WMT17)
Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Shujian Huang, Matthias Huck, Philipp Koehn, Qun Liu, Varvara Logacheva, Christof Monz, Matteo Negri, Matt Post, Raphael Rubino, Lucia Specia, and Marco Turchi. 2017 · 2017
Cited alongside, same era.
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
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Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation
Ori Shapira, David Gabay, Yang Gao, Hadar Ronen, Ramakanth Pasunuru, Mohit Bansal, Yael Amsterdamer, and Ido Dagan. 2019 · 2019
Closest in time.
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio. 2015 · 2057
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