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In this paper, we propose to boost low-resource cross-lingual document retrieval performance with deep bilingual query-document representations.
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Combining statistical translation techniques for cross-language information retrieval
Ferhan Ture, Jimmy Lin, and Douglas Oard. 2012 · 2012
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Learning deep structured semantic models for web search using clickthrough data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. 2013 · 2013
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Boosting cross-language retrieval by learning bilingual phrase associations from relevance rankings
Artem Sokolov, Laura Jehl, Felix Hieber, and Stefan Riezler. 2013 · 2013
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Cross-language information retrieval
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Adam: A method for stochastic optimization
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A study of matchpyramid models on ad-hoc retrieval
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, and Xueqi Cheng. 2016 · 2016
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Pacrr: A position-aware neural ir model for relevance matching
Kai Hui, Andrew Yates, Klaus Berberich, and Gerard de Melo. 2017 · 2017
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Deep architectures for neural machine translation
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Shigehiko Schamoni, Felix Hieber, Artem Sokolov, and Stefan Riezler. 2014 · 2014
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Learning semantic representations using convolutional neural networks for web search
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, and Grégoire Mesnil. 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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Learning to rank short text pairs with convolutional deep neural networks
Aliaksei Severyn and Alessandro Moschitti. 2015 · 2015
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Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings
Ivan Vulić and Marie-Francine Moens. 2015 · 2015
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Normalized word embedding and orthogonal transform for bilingual word translation
Chao Xing, Dong Wang, Chao Liu, and Yiye Lin. 2015 · 2015
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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2016 · 2016
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The Official Original Derivation of AQWV
NIST. 2017 · 2017
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End-to-end neural ad-hoc ranking with kernel pooling
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, and Russell Power. 2017 · 2017
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Word translation without parallel data
Alexis Conneau, Guillaume Lample, Marc’Aurelio Ranzato, Ludovic Denoyer, and Hervé Jégou. 2018 · 2018
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Co-pacrr: A context-aware neural ir model for ad-hoc retrieval
Kai Hui, Andrew Yates, Klaus Berberich, and Gerard de Melo. 2018 · 2018
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Marian: Fast neural machine translation in C++
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, and Alexandra Birch. 2018 · 2018
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Unsupervised cross-lingual information retrieval using monolingual data only
Robert Litschko, Goran Glavaš, Simone Paolo Ponzetto, and Ivan Vulić. 2018 · 2018
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Deep relevance ranking using enhanced document-query interactions
Ryan McDonald, Georgios-Ioannis Brokos, and Ion Androutsopoulos. 2018 · 2018
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Cross-lingual learning-to-rank with shared representations
Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, and Kentaro Inui. 2018 · 2018
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