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Text alignment finds application in tasks such as citation recommendation and plagiarism detection.
Graph matching networks for learning the similarity of graph structured objects
Yujia Li, Chenjie Gu, Thomas Dullien, Oriol Vinyals, and Pushmeet Kohli. 2019 · 1904
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Hierarchical transformers for long document classification
Raghavendra Pappagari, Piotr Żelasko, Jesús Villalba, Yishay Carmiel, and Najim Dehak. 2019 · 1910
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Probabilistic textual entailment: Generic applied modeling of language variability
Ido Dagan and Oren Glickman. 2004 · 2004
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Beyond 512 tokens: Siamese multi-depth transformer-based hierarchical encoder for document matching
Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, and Marc Najork. 2020 · 2004
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A DOM tree alignment model for mining parallel data from the web
Lei Shi, Cheng Niu, Ming Zhou, and Jianfeng Gao. 2006 · 2006
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Using dependency-based features to take the ’para-farce’ out of paraphrase
Stephen Wan, Mark Dras, Robert Dale, and Cécile Paris. 2006 · 2006
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Distance metric learning: A comprehensive survey
Liu Yang and Rong Jin. 2006 · 2006
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Paraphrase identification as probabilistic quasi-synchronous recognition
Dipanjan Das and Noah A. Smith. 2009 · 2009
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The acl anthology network corpus
Dragomir R. Radev, Pradeep Muthukrishnan, Vahed Qazvinian, and Amjad Abu-Jbara. 2009 · 2009
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A survey of paraphrasing and textual entailment methods
Ion Androutsopoulos and Prodromos Malakasiotis. 2010 · 2010
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Plagiarism detection across distant language pairs
Alberto Barrón-Cedeño, Paolo Rosso, Eneko Agirre, and Gorka Labaka. 2010 · 2010
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Context-aware citation recommendation
Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, and Lee Giles. 2010 · 2010
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Natural language processing (almost) from scratch
Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011 · 2011
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Joint entity and event coreference resolution across documents
Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, and Dan Jurafsky. 2012 · 2012
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Why not grab a free lunch? mining large corpora for parallel sentences to improve translation modeling
Ferhan Ture and Jimmy Lin. 2012 · 2012
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Overview of the 5th international competition on plagiarism detection
Pamela Forner, Roberto Navigli, Dan Tufis (eds, Martin Potthast, Matthias Hagen, Tim Gollub, Johannes Kiesel, Paolo Rosso, Efstathios Stamatatos, and Benno Stein. 2013 · 2013
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Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
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Overview of the 5th International Competition on Plagiarism Detection
Martin Potthast, Tim Gollub, Matthias Hagen, Martin Tippmann, Johannes Kiesel, Paolo Rosso, Efstathios Stamatatos, and Benno Stein. 2013 · 2013
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Learning phrase representations using RNN encoder–decoder for statistical machine translation
Kyunghyun Cho, Bart van Merriënboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
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Improving vector space word representations using multilingual correlation
Manaal Faruqui and Chris Dyer. 2014 · 2014
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Multilingual models for compositional distributed semantics
Karl Moritz Hermann and Phil Blunsom. 2014 · 2014
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Neural word embedding as implicit matrix factorization
Omer Levy and Yoav Goldberg. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
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Yoon Kim, Carl Denton, Luong Hoang, and Alexander M. Rush. 2017 · 2017
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Multilingual hierarchical attention networks for document classification
Nikolaos Pappas and Andrei Popescu-Belis. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Content-based citation recommendation
Chandra Bhagavatula, Sergey Feldman, Russell Power, and Waleed Ammar. 2018 · 2018
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Latent alignment and variational attention
Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, and Alexander Rush. 2018 · 2018
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Effective parallel corpus mining using bilingual sentence embeddings
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BilBOWA: Fast bilingual distributed representations without word alignments
Stephan Gouws, Yoshua Bengio, and Gregory S. Corrado. 2015 · 2015
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Effective approaches to attention-based neural machine translation
Thang Luong, Hieu Pham, and Christopher D. Manning. 2015 · 2015
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A neural attention model for abstractive sentence summarization
Alexander M. Rush, Sumit Chopra, and Jason Weston. 2015 · 2015
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A model of zero-shot learning of spoken language understanding
Majid Yazdani and James Henderson. 2015 · 2015
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Hierarchical question answering for long documents
Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, and Jonathan Berant. 2016 · 2016
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Siamese recurrent architectures for learning sentence similarity
Jonas Mueller and Aditya Thyagarajan. 2016 · 2016
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Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernandez Abrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, and Ray Kurzweil. 2018 · 2018
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Structured alignment networks for matching sentences
Yang Liu, Matt Gardner, and Mirella Lapata. 2018 · 2018
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Document-level neural machine translation with hierarchical attention networks
Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, and James Henderson. 2018 · 2018
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Stance detection with hierarchical attention network
Qingying Sun, Zhongqing Wang, Qiaoming Zhu, and Guodong Zhou. 2018 · 2018
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GLoMo: Unsupervisedly learned relational graphs as transferable representations
Zhilin Yang, Junbo Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, and Yann LeCun. 2018 · 2018
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Academic plagiarism detection: A systematic literature review
Tomás Foltýnek, Norman Meuschke, and Bela Gipp. 2019 · 2019
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Hierarchical document encoder for parallel corpus mining
Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-hsuan Sung, Brian Strope, and Ray Kurzweil. 2019 · 2019
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Semantic text matching for long-form documents
Jyun-Yu Jiang, Mingyang Zhang, Cheng Li, Michael Bendersky, Nadav Golbandi, and Marc Najork. 2019 · 2019
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Hierarchical transformers for multi-document summarization
Yang Liu and Mirella Lapata. 2019 · 2019
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GILE: A generalized input-label embedding for text classification
Nikolaos Pappas and James Henderson. 2019 · 2019
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Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
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S2ORC: The semantic scholar open research corpus
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, and Daniel Weld. 2020 · 2020
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