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05/26/2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation
Attribute-controlled translation (ACT) is a subtask of machine translati...
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05/19/2023
Pseudo-Label Training and Model Inertia in Neural Machine Translation
Like many other machine learning applications, neural machine translatio...
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11/02/2022
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation
As generic machine translation (MT) quality has improved, the need for t...
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10/19/2022
A baseline revisited: Pushing the limits of multi-segment models for context-aware translation
This paper addresses the task of contextual translation using multi-segm...
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07/12/2022
Sockeye 3: Fast Neural Machine Translation with PyTorch
Sockeye 3 is the latest version of the Sockeye toolkit for Neural Machin...
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05/09/2022
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality
The machine translation (MT) task is typically formulated as that of ret...
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06/04/2020
Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1
Grammar error correction (GEC) systems have become ubiquitous in a varie...
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03/13/2017
Nematus: a Toolkit for Neural Machine Translation
We present Nematus, a toolkit for Neural Machine Translation. The toolki...
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02/03/2017