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1
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
In: https://hal.inria.fr/hal-03177623 ; 2021 (2021)
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2
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer ...
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3
Can Multilinguality benefit Non-autoregressive Machine Translation? ...
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4
Assessing Reference-Free Peer Evaluation for Machine Translation ...
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5
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer ...
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6
Assessing Reference-Free Peer Evaluation for Machine Translation ...
NAACL 2021 2021; Agrawal, Sweta. - : Underline Science Inc., 2021
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7
A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification ...
Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.330 Abstract: We introduce a new approach for the task of Controllable Text Simplification, where systems rewrite a complex English sentence so that it can be understood by readers at different grade levels in the US K-12 system. It uses a non-autoregressive model to iteratively edit an input sequence and incorporates lexical complexity information seamlessly into the refinement process to generate simplifications that better match the desired output complexity than strong autoregressive baselines. The analysis shows that our model's local edit operations are combined to achieve more complex simplification operations such as content deletion and paraphrasing, as well as sentence splitting. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/x46d-1q96
https://underline.io/lecture/26421-a-non-autoregressive-edit-based-approach-to-controllable-text-simplification
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8
Controlling Text Complexity in Neural Machine Translation ...
Agrawal, Sweta; Carpuat, Marine. - : arXiv, 2019
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