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08/22/2023
SeamlessM4T-Massively Multilingual Multimodal Machine Translation
What does it take to create the Babel Fish, a tool that can help individ...
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07/11/2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Driven by the goal of eradicating language barriers on a global scale, m...
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04/29/2022
How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?
A multilingual tokenizer is a fundamental component of multilingual neur...
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06/06/2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
One of the biggest challenges hindering progress in low-resource and mul...
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11/10/2020
Generating Fact Checking Briefs
Fact checking at scale is difficult – while the number of active fact ch...
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10/21/2020
Beyond English-Centric Multilingual Machine Translation
Existing work in translation demonstrated the potential of massively mul...
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11/10/2019
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
We show that margin-based bitext mining in a multilingual sentence space...
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11/05/2019
Unsupervised Cross-lingual Representation Learning at Scale
This paper shows that pretraining multilingual language models at scale ...
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11/01/2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
Pre-training text representations have led to significant improvements i...
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10/15/2019
Facebook AI's WAT19 Myanmar-English Translation Task Submission
This paper describes Facebook AI's submission to the WAT 2019 Myanmar-En...
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01/11/2016