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Policy Compliance Detection (PCD) is a task we encounter when reasoning over texts, e.g.
Claimbuster: The first-ever end-to-end fact-checking system
Naeemul Hassan, Gensheng Zhang, Fatma Arslan, Josue Caraballo, Damian Jimenez, Siddhant Gawsane, Shohedul Hasan, Minumol Joseph, Aaditya Kulkarni, Anil Kumar Nayak, et al. 2017 · 1948
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A coefficient of agreement for nominal scales
Jacob Cohen. 1960 · 1960
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Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms
Michael Collins. 2002 · 2002
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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METEOR: An automatic metric for MT evaluation with improved correlation with human judgments
Satanjeev Banerjee and Alon Lavie. 2005 · 2005
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The pascal recognising textual entailment challenge
Ido Dagan, Oren Glickman, and Bernardo Magnini. 2005 · 2005
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A dataset for statutory reasoning in tax law entailment and question answering
Nils Holzenberger, Andrew Blair-Stanek, and Benjamin Van Durme. 2020 · 2005
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Good question! statistical ranking for question generation
Michael Heilman and Noah A. Smith. 2010 · 2010
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Linguistic structure prediction
Noah A Smith. 2011 · 2011
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Multilingual Joint Parsing of Syntactic and Semantic Dependencies with a Latent Variable Model
James Henderson, Paola Merlo, Ivan Titov, and Gabriele Musillo. 2013 · 2013
Cited alongside, same era.
Scalable large-margin structured learning: Theory and algorithms
Liang Huang and Kai Zhao. 2015 · 2015
Cited alongside, same era.
Language to logical form with neural attention
Li Dong and Mirella Lapata. 2016 · 2016
Cited alongside, same era.
Question generation for question answering
Nan Duan, Duyu Tang, Peng Chen, and Ming Zhou. 2017 · 2017
Cited alongside, same era.
Towards building an automated fact-checking system
Damian Jimenez. 2017 · 2017
Cited alongside, same era.
Split and rephrase
Shashi Narayan, Claire Gardent, Shay B. Cohen, and Anastasia Shimorina. 2017 · 2017
Cited alongside, same era.
Generating fact checking briefs
Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, and Sebastian Riedel. 2020 · 2020
Later among the works it cites.
Explainable automated fact-checking: A survey
Neema Kotonya and Francesca Toni. 2020 · 2020
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BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2020 · 2020
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PathQG: Neural question generation from facts
Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang, and Xuanjing Huang. 2020 · 2020
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Deeper attention to abusive user content moderation
John Pavlopoulos, Prodromos Malakasiotis, and Ion Androutsopoulos. 2017 · 2017
Cited alongside, same era.
Learning to split and rephrase from Wikipedia edit history
Jan A. Botha, Manaal Faruqui, John Alex, Jason Baldridge, and Dipanjan Das. 2018 · 2018
Cited alongside, same era.
Deep contextualized word embeddings in transition-based and graph-based dependency parsing - a tale of two parsers revisited
Artur Kulmizev, Miryam de Lhoneux, Johannes Gontrum, Elena Fano, and Joakim Nivre. 2019 · 2019
Cited alongside, same era.
Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
How does NLP benefit legal system: A summary of legal artificial intelligence
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, and Maosong Sun. 2020 · 2020
Later among the works it cites.
Factoring statutory reasoning as language understanding challenges
Nils Holzenberger and Benjamin Van Durme. 2021 · 2021
Later among the works it cites.
Question and answer test-train overlap in open-domain question answering datasets
Patrick Lewis, Pontus Stenetorp, and Sebastian Riedel. 2021 · 2021
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Cross-policy compliance detection via question answering
Marzieh Saeidi, Majid Yazdani, and Andreas Vlachos. 2021 · 2021
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Teach me to explain: A review of datasets for explainable nlp
Sarah Wiegreffe and Ana Marasović. 2021 · 2021
Later among the works it cites.