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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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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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09/24/2021
Faithful Target Attribute Prediction in Neural Machine Translation
The training data used in NMT is rarely controlled with respect to speci...
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04/15/2021
Improving Gender Translation Accuracy with Filtered Self-Training
Targeted evaluations have found that machine translation systems often o...
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08/30/2018
Multi-Source Syntactic Neural Machine Translation
We introduce a novel multi-source technique for incorporating source syn...
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08/02/2017