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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (4)
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Hits 1 – 6 of 6
1
A Generative Framework for Simultaneous Machine Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Blunsom, Phil
;
Miao, Yishu
. - : Underline Science Inc., 2021
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2
Knowledge Distillation for Quality Estimation ...
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
;
Aletras, Nikolaos
;
Alva-Manchego, Fernando
;
Blain, Frédéric
;
Fomicheva, Marina
;
Gajbhiye, Amit
;
Obamuyide, Abiola
;
Specia, Lucia
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.452 Abstract: Quality Estimation (QE) is the task of automatically predicting Machine Translation quality in the absence of reference translations, making it applicable in real-time settings, such as translating online social media conversations. Recent success in QE stems from the use of multilingual pre-trained representations, where very large models lead to impressive results. However, the inference time, disk and memory requirements of such models do not allow for wide usage in the real world. Models trained on distilled pre-trained representations remain prohibitively large for many usage scenarios. We instead propose to directly transfer knowledge from a strong QE teacher model to a much smaller model with a different, shallower architecture. We show that this approach, in combination with data augmentation, leads to light-weight QE models that perform competitively with distilled pre-trained representations with 8x fewer parameters. ...
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Computational Linguistics
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Condensed Matter Physics
;
Deep Learning
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URL:
https://underline.io/lecture/26543-knowledge-distillation-for-quality-estimation
https://dx.doi.org/10.48448/cc9y-3821
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3
BERTGen: Multi-task Generation through BERT ...
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
;
Caglayan, Ozan
;
Madhyastha, Pranava
. - : Underline Science Inc., 2021
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4
Findings of the WMT 2021 Shared Task on Quality Estimation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Blain, Frédéric
;
Chaudhary, Vishrav
. - : Underline Science Inc., 2021
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5
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Tharindu
;
Blain, Frédéric
. - : Underline Science Inc., 2021
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6
The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Carolina
;
Alva-Manchego, Fernando
. - : Underline Science Inc., 2021
BASE
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