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We present a novel supervised word alignment method based on cross-language span prediction.
Cross-lingual language model pretraining
Guillaume Lample and Alexis Conneau. 2019 · 1901
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Adding interpretable attention to neural translation models improves word alignment
Thomas Zenkel, Joern Wuebker, and John DeNero. 2019 · 1901
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The mathematics of statistical machine translation: Parameter estimation
Peter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, and Robert L. Mercer. 1993 · 1993
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Hmm-based word alignment in statistical translation
Stephan Vogel, Hermann Ney, and Christoph Tillmann. 1996 · 1996
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Improved statistical alignment models
Franz Josef Och and Hermann Ney. 2000 · 2000
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Inducing multilingual text analysis tools via robust projection across aligned corpora
David Yarowsky, Grace Ngai, and Richard Wicentowski. 2001 · 2001
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An evaluation exercise for word alignment
Rada Mihalcea and Ted Pedersen. 2003 · 2003
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A systematic comparison of various statistical alignment models
Franz Josef Och and Hermann Ney. 2003 · 2003
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Aer: Do we need to “improve” our alignments?
David Vilar, Maja Popović, and Hermann Ney. 2006 · 2005
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Measuring word alignment quality for statistical machine translation
Alexander Fraser and Daniel Marcu. 2007 · 2007
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Moses: Open Source Toolkit for Statistical Machine Translation
Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, and Evan Herbst. 2007 · 2007
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Parallel implementations of word alignment tool
Qin Gao and Stephan Vogel. 2008 · 2008
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Kyoto free translation task alignment data package
Graham Neubig. 2011 · 2011
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A simple, fast, and effective reparameterization of ibm model 2
Chris Dyer, Victor Chahuneau, and Noah A. Smith. 2013 · 2013
Cited alongside, same era.
Word alignment modeling with context dependent deep neural network
Nan Yang, Shujie Liu, Mu Li, Ming Zhou, and Nenghai Yu. 2013 · 2013
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Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Kyunghyun Cho, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
Cited alongside, same era.
Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Recurrent neural networks for word alignment model
Akihiro Tamura, Taro Watanabe, and Eiichiro Sumita. 2014 · 2014
Cited alongside, same era.
Neural Machine Translation by Jointly Learning to Align and Translate
Modeling coverage for neural machine translation
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, and Hang Li. 2016 · 2016
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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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The natural language decathlon: Multitask learning as question answering
Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, and Richard Socher. 2018 · 2018
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Know what you don’t know: Unanswerable questions for squad
Pranav Rajpurkar, Robin Jia, and Percy Liang. 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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Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
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Gale chinese-english parallel aligned treebank – training
Xuansong Li, Stephen Grimes, Stephanie Strassel, Xiaoyi Ma, Nianwen Xue, Mitch Marcus, and Ann Taylor. 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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Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly. 2015 · 2015
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Neural network-based word alignment through score aggregation
Joël Legrand, Michael Auli, and Ronan Collobert. 2016 · 2016
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Squad: 100,000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Neural machine translation of rare words with subword units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
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Sarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, and Matthias Paulik. 2019 · 2019
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A high-quality multilingual dataset for structured documentation translation
Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, and Caiming Xiong. 2019 · 2019
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Neural network alignment for sentential paraphrases
Jessica Ouyang and Kathy McKeown. 2019 · 2019
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How multilingual is multilingual bert?
Telmo Pires, Eva Schlinger, and Dan Garrette. 2019 · 2019
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Code-switching for enhancing nmt with pre-specified translation
Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, and Min Zhang. 2019 · 2019
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A discriminative neural model for cross-lingual word alignment
Elias Stengel-Eskin, Tzu ray Su, Matt Post, and Benjamin Van Durme. 2019 · 2019
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Beto, bentz, becas: The surprising cross-lingual effectiveness of bert
Shijie Wu and Mark Dredze. 2019 · 2019
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