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Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer


Oct 20, 2021
Eleftheria Briakou, Sweta Agrawal, Joel Tetreault, Marine Carpuat

* EMNLP 2021 

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Rule-based Morphological Inflection Improves Neural Terminology Translation


Sep 10, 2021
Weijia Xu, Marine Carpuat

* EMNLP 2021 

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A Review of Human Evaluation for Style Transfer


Jun 09, 2021
Eleftheria Briakou, Sweta Agrawal, Ke Zhang, Joel Tetreault, Marine Carpuat

* GEM 2021 

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Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation


May 31, 2021
Eleftheria Briakou, Marine Carpuat

* ACL 2021 

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How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?


May 27, 2021
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat

* Findings of ACL 2021 

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EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints


Nov 13, 2020
Weijia Xu, Marine Carpuat

* Accepted at TACL (pre-MIT Press publication version) 

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Incorporating Terminology Constraints in Automatic Post-Editing


Oct 19, 2020
David Wan, Chris Kedzie, Faisal Ladhak, Marine Carpuat, Kathleen McKeown

* To appear in WMT, 2020 

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Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank


Oct 07, 2020
Eleftheria Briakou, Marine Carpuat

* EMNLP 2020 

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Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation


Oct 07, 2020
Weijia Xu, Xing Niu, Marine Carpuat

* Accepted at Findings of EMNLP 2020 

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Controlling Neural Machine Translation Formality with Synthetic Supervision


Nov 28, 2019
Xing Niu, Marine Carpuat

* Accepted at AAAI 2020 

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Controlling Text Complexity in Neural Machine Translation


Nov 03, 2019
Sweta Agrawal, Marine Carpuat

* Accepted to EMNLP-IJCNLP 2019 

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Curriculum Learning for Domain Adaptation in Neural Machine Translation


May 14, 2019
Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat, Kevin Duh


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Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation


May 04, 2019
Weijia Xu, Xing Niu, Marine Carpuat

* Accepted at NAACL 2019 

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Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation


Nov 02, 2018
Xing Niu, Weijia Xu, Marine Carpuat


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An Empirical Exploration of Curriculum Learning for Neural Machine Translation


Nov 02, 2018
Xuan Zhang, Gaurav Kumar, Huda Khayrallah, Kenton Murray, Jeremy Gwinnup, Marianna J Martindale, Paul McNamee, Kevin Duh, Marine Carpuat


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Multi-Task Neural Models for Translating Between Styles Within and Across Languages


Jun 12, 2018
Xing Niu, Sudha Rao, Marine Carpuat

* Accepted at the 27th International Conference on Computational Linguistics (COLING 2018) 

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Bi-Directional Neural Machine Translation with Synthetic Parallel Data


May 30, 2018
Xing Niu, Michael Denkowski, Marine Carpuat

* Accepted at the 2nd Workshop on Neural Machine Translation and Generation (WNMT 2018) 

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Robust Cross-lingual Hypernymy Detection using Dependency Context


Mar 30, 2018
Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat, Dan Roth

* NAACL 2018. SU and YV contributed equally 

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Identifying Semantic Divergences in Parallel Text without Annotations


Mar 29, 2018
Yogarshi Vyas, Xing Niu, Marine Carpuat

* Accepted as a full paper to NAACL 2018 

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Fluency Over Adequacy: A Pilot Study in Measuring User Trust in Imperfect MT


Feb 16, 2018
Marianna J. Martindale, Marine Carpuat

* To appear at AMTA 2018 

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