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08/14/2023
SOTASTREAM: A Streaming Approach to Machine Translation Training
Many machine translation toolkits make use of a data preparation step wh...
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05/23/2023
How to Choose How to Choose Your Chatbot: A Massively Multi-System MultiReference Data Set for Dialog Metric Evaluation
We release MMSMR, a Massively Multi-System MultiReference dataset to ena...
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10/12/2021
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation
Neural Machine Translation (NMT) models are known to suffer from noisy i...
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11/01/2020
SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training
Non-task-oriented dialog models suffer from poor quality and non-diverse...
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10/24/2020
Measuring the `I don't know' Problem through the Lens of Gricean Quantity
We consider the intrinsic evaluation of neural generative dialog models ...
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04/30/2020
Simulated Multiple Reference Training Improves Low-Resource Machine Translation
Many valid translations exist for a given sentence, and yet machine tran...
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11/02/2018
An Empirical Exploration of Curriculum Learning for Neural Machine Translation
Machine translation systems based on deep neural networks are expensive ...
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09/14/2018
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation
To better understand the effectiveness of continued training, we analyze...
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05/31/2018
On the Impact of Various Types of Noise on Neural Machine Translation
We examine how various types of noise in the parallel training data impa...
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08/30/2017
Paradigm Completion for Derivational Morphology
The generation of complex derived word forms has been an overlooked prob...
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02/08/2017
