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Hits 1 – 20 of 24
1
Can Synthetic Translations Improve Bitext Quality? ...
Briakou, Eleftheria
;
Carpuat, Marine
. - : arXiv, 2022
BASE
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2
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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3
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
Xu, Weijia
;
Carpuat, Marine
. - : arXiv, 2021
BASE
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4
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer ...
Briakou, Eleftheria
;
Agrawal, Sweta
;
Tetreault, Joel
. - : arXiv, 2021
BASE
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5
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Briakou, Eleftheria
;
Carpuat, Marine
. - : Underline Science Inc., 2021
BASE
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6
The UMD Submission to the Explainable MT Quality Estimation Shared Task: Combining Explanation Models with Sequence Labeling ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Kabir, Tasnim
. - : Underline Science Inc., 2021
BASE
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7
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Joel
;
Agrawal, Sweta
. - : Underline Science Inc., 2021
BASE
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8
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ...
Xu, Weijia
;
Ma, Shuming
;
Zhang, Dongdong
. - : arXiv, 2021
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9
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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10
A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Agrawal, Sweta
;
Carpuat, Marine
. - : Underline Science Inc., 2021
BASE
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11
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank ...
Briakou, Eleftheria
;
Carpuat, Marine
. - : arXiv, 2020
Abstract:
Detecting fine-grained differences in content conveyed in different languages matters for cross-lingual NLP and multilingual corpora analysis, but it is a challenging machine learning problem since annotation is expensive and hard to scale. This work improves the prediction and annotation of fine-grained semantic divergences. We introduce a training strategy for multilingual BERT models by learning to rank synthetic divergent examples of varying granularity. We evaluate our models on the Rationalized English-French Semantic Divergences, a new dataset released with this work, consisting of English-French sentence-pairs annotated with semantic divergence classes and token-level rationales. Learning to rank helps detect fine-grained sentence-level divergences more accurately than a strong sentence-level similarity model, while token-level predictions have the potential of further distinguishing between coarse and fine-grained divergences. ... : EMNLP 2020 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2010.03662
https://arxiv.org/abs/2010.03662
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12
Incorporating Terminology Constraints in Automatic Post-Editing ...
Wan, David
;
Kedzie, Chris
;
Ladhak, Faisal
. - : arXiv, 2020
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13
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints ...
Xu, Weijia
;
Carpuat, Marine
. - : arXiv, 2020
BASE
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14
Controlling Neural Machine Translation Formality with Synthetic Supervision ...
Niu, Xing
;
Carpuat, Marine
. - : arXiv, 2019
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15
Controlling Text Complexity in Neural Machine Translation ...
Agrawal, Sweta
;
Carpuat, Marine
. - : arXiv, 2019
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16
Identifying Semantic Divergences Across Languages
Vyas, Yogarshi
. - 2019
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17
Formality Style Transfer Within and Across Languages with Limited Supervision
Niu, Xing
. - 2019
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18
Identifying Semantic Divergences in Parallel Text without Annotations ...
Vyas, Yogarshi
;
Niu, Xing
;
Carpuat, Marine
. - : arXiv, 2018
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19
Bi-Directional Neural Machine Translation with Synthetic Parallel Data ...
Niu, Xing
;
Denkowski, Michael
;
Carpuat, Marine
. - : arXiv, 2018
BASE
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20
Multi-Task Neural Models for Translating Between Styles Within and Across Languages ...
Niu, Xing
;
Rao, Sudha
;
Carpuat, Marine
. - : arXiv, 2018
BASE
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