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We propose an efficient neural framework for sentence-level discourse analysis in accordance with Rhetorical Structure Theory (RST).
Rhetorical Structure Theory: Toward a Functional Theory of Text Organization
William Mann and Sandra Thompson. 1988 · 1988
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Building a Large Annotated Corpus of English: The Penn Treebank
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The automatic construction of large-scale corpora for summarization research
Daniel Marcu. 1999 · 1999
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The Rhetorical Parsing of Unrestricted Texts: A Surface-based Approach
Daniel Marcu. 2000 · 2000
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RST Discourse Treebank (RST–DT) LDC2002T07
Lynn Carlson, Daniel Marcu, and Mary Ellen Okurowski. 2002 · 2002
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Sentence Level Discourse Parsing Using Syntactic and Lexical Information
Radu Soricut and Daniel Marcu. 2003 · 2003
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Discourse Chunking and its Application to Sentence Compression
Caroline Sporleder and Mirella Lapata. 2005 · 2005
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The Utility of Parse-derived Features for Automatic Discourse Segmentation
Seeger Fisher and Brian Roark. 2007 · 2007
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Analysis of discourse structure with syntactic dependencies and data-driven shift-reduce parsing
Kenji Sagae. 2009 · 2009
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HILDA: A Discourse Parser Using Support Vector Machine Classification
Hugo Hernault, Helmut Prendinger, David duVerle, and Mitsuru Ishizuka. 2010 · 2010
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Text-level Discourse Parsing with Rich Linguistic Features
Vanessa Feng and Graeme Hirst. 2012 · 2012
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A novel discriminative framework for sentence-level discourse analysis
Shafiq Joty, Giuseppe Carenini, and Raymond Ng. 2012 · 2012
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Learning phrase representations using RNN encoder-decoder for statistical machine translation
Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
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Using discourse structure improves machine translation evaluation
Francisco Guzmán, Shafiq Joty, Lluís Màrquez, and Preslav Nakov. 2014 · 2014
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Representation learning for text-level discourse parsing
Yangfeng Ji and Jacob Eisenstein. 2014 · 2014
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Glove: Global vectors for word representation
Discourse parsing with attention-based hierarchical neural networks
Qi Li, Tianshi Li, and Baobao Chang. 2016 · 2016
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Cross-lingual rst discourse parsing
Chloé Braud, Maximin Coavoux, and Anders Søgaard. 2017 · 2017
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Get to the point: Summarization with pointer-generator networks
Abigail See, Peter J. Liu, and Christopher D. Manning. 2017 · 2017
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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
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A two-stage parsing method for text-level discourse analysis
Yizhong Wang, Sujian Li, and Houfeng Wang. 2017 · 2017
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Segbot: A generic neural text segmentation model with pointer network
Jing Li, Aixin Sun, and Shafiq Joty. 2018 · 2018
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Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Vanessa Feng and Graeme Hirst. 2014a
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