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The task of organizing a shuffled set of sentences into a coherent text has been used to evaluate a machine's understanding of causal and temporal relations.
Inferring strategies for sentence ordering in multidocument news summarization
Regina Barzilay and Noemie Elhadad. 2002 · 2002
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Modeling local coherence: An entity-based approach
Regina Barzilay and Mirella Lapata. 2005 · 2005
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Automatic evaluation of text coherence: Models and representations
Mirella Lapata and Regina Barzilay. 2005 · 2005
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Coreference-inspired coherence modeling
Micha Elsner and Eugene Charniak. 2008 · 2008
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Unsupervised distillation of syntactic information from contextualized word representations
Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, and Yoav Goldberg. 2020 · 2010
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Extending the entity grid with entity-specific features
Micha Elsner and Eugene Charniak. 2011 · 2011
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Extractive multi-document summarization with integer linear programming and support vector regression
Dimitrios Galanis, Gerasimos Lampouras, and Ion Androutsopoulos. 2012 · 2012
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A coherence model based on syntactic patterns
Annie Louis and Ani Nenkova. 2012 · 2012
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Graph-based local coherence modeling
Camille Guinaudeau and Michael Strube. 2013 · 2013
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Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly. 2015 · 2015
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Xinchi Chen, Xipeng Qiu, and Xuanjing Huang. 2016 · 2016
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End-to-end neural sentence ordering using pointer network
Jingjing Gong, Xinchi Chen, Xipeng Qiu, and Xuanjing Huang. 2016 · 2016
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Visual storytelling
Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, and Margaret Mitchell. 2016 · 2016
Cited alongside, same era.
Summarunner: A recurrent neural network based sequence model for extractive summarization of documents
Ramesh Nallapati, Feifei Zhai, and Bowen Zhou. 2017 · 2017
Cited alongside, same era.
The effect of different writing tasks on linguistic style: A case study of the ROC story cloze task
Roy Schwartz, Maarten Sap, Ioannis Konstas, Leila Zilles, Yejin Choi, and Noah A. Smith. 2017 · 2017
Cited alongside, same era.
Deep attentive sentence ordering network
Baiyun Cui, Yingming Li, Ming Chen, and Zhongfei Zhang. 2018 · 2018
Cited alongside, same era.
Stochastic answer networks for machine reading comprehension
Xiaodong Liu, Yelong Shen, Kevin Duh, and Jianfeng Gao. 2018 · 2018
Cited alongside, same era.
Huggingface’s transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R’emi Louf, Morgan Funtowicz, and Jamie Brew. 2019 · 2019
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Graph-based neural sentence ordering
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, and Jiebo Luo. 2019 · 2019
Later among the works it cites.
BERT-enhanced relational sentence ordering network
Baiyun Cui, Yingming Li, and Zhongfei Zhang. 2020 · 2020
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The curious case of neural text degeneration
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi. 2020 · 2020
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Attention is not only a weight: Analyzing transformers with vector norms
Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, and Kentaro Inui. 2020 · 2020
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Deep attentive ranking networks for learning to order sentences
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Sentence ordering and coherence modeling using recurrent neural networks
Lajanugen Logeswaran, Honglak Lee, and Dragomir R. Radev. 2018a · 2018
Cited alongside, same era.
Sentence ordering and coherence modeling using recurrent neural networks
Lajanugen Logeswaran, Honglak Lee, and Dragomir R. Radev. 2018b · 2018
Cited alongside, same era.
Umap: Uniform manifold approximation and projection for dimension reduction
Leland McInnes, John Healy, and James Melville. 2018 · 2018
Cited alongside, same era.
Qanet: Combining local convolution with global self-attention for reading comprehension
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, and Quoc V. Le. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Topic-guided coherence modeling for sentence ordering by preserving global and local information
Byungkook Oh, Seungmin Seo, Cheolheon Shin, Eunju Jo, and Kyong-Ho Lee. 2019 · 2019
Cited alongside, same era.
Hierarchical attention networks for sentence ordering
Tianming Wang and Xiaojun Wan. 2019 · 2019
Cited alongside, same era.
Pawan Kumar, Dhanajit Brahma, Harish Karnick, and Piyush Rai. 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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Topological sort for sentence ordering
Shrimai Prabhumoye, Ruslan Salakhutdinov, and Alan W Black. 2020 · 2020
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Enhancing pointer network for sentence ordering with pairwise ordering predictions
Yongjing Yin, Fandong Meng, Jinsong Su, Yubin Ge, Lingeng Song, Jie Zhou, and Jiebo Luo. 2020 · 2020
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Neural sentence ordering based on constraint graphs
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, and Zhicheng Dou. 2021 · 2021
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A model of coherence based on distributed sentence representation
Jiwei Li and Eduard Hovy. 2014 · 2048
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