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Improving Gender Translation Accuracy with Filtered Self-Training


Apr 15, 2021
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu


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Evaluating Robustness to Input Perturbations for Neural Machine Translation


May 01, 2020
Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan

* Accepted at ACL 2020 

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Joint translation and unit conversion for end-to-end localization


Apr 10, 2020
Georgiana Dinu, Prashant Mathur, Marcello Federico, Stanislas Lauly, Yaser Al-Onaizan


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Training Neural Machine Translation To Apply Terminology Constraints


Jun 03, 2019
Georgiana Dinu, Prashant Mathur, Marcello Federico, Yaser Al-Onaizan

* Accepted as a short paper at ACL 2019 

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Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection


Jul 08, 2017
Jian Ni, Georgiana Dinu, Radu Florian

* 11 pages, The 55th Annual Meeting of the Association for Computational Linguistics (ACL), 2017 

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Reinforcement Learning for Transition-Based Mention Detection


Mar 13, 2017
Georgiana Dinu, Wael Hamza, Radu Florian

* Deep Reinforcement Learning Workshop, NIPS 2016 

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Toward Mention Detection Robustness with Recurrent Neural Networks


Feb 24, 2016
Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian

* 13 pages, 11 tables, 3 figures 

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Improving zero-shot learning by mitigating the hubness problem


Apr 15, 2015
Georgiana Dinu, Angeliki Lazaridou, Marco Baroni


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From Visual Attributes to Adjectives through Decompositional Distributional Semantics


Mar 24, 2015
Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni

* accepted at Transactions of the Association for Computational Linguistics (TACL), 3/2015 

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Multi-Step Regression Learning for Compositional Distributional Semantics


Jan 30, 2013
Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni

* 10 pages + 1 page references, to be presented at the 10th International Conference on Computational Semantics (IWCS 2013) 

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