List your company

Machine Translation on English-Romanian 2016 (test)

38.5BLEUSOTA (Supervised)
13.12419.71226.332.888Jun 9, 2016Feb 5, 2017Oct 5, 2017Jun 3, 2018Jan 31, 2019Sep 29, 2019May 28, 2020

Evaluation results

MethodLinks
SOTA (Supervised)Training=Supervised2020.0538.5—
MASSTraining=Unsupervised2020.0535.2—
mBARTTraining=Unsupervised2020.0535—
XLMTraining=Unsupervised2020.0533.3—
Linguistic Input Featuressynthetic_data=true2016.0629.256.6
Peter et al.2016.0628.957.1
Baseline NMTsynthetic_data=true2016.0628.256.1
Linguistic Input Featuressynthetic_data=false2016.0624.853.5
Baseline NMTsynthetic_data=false2016.0623.852.5
GPT-3Few-shot learning=Few-shot2020.0521—
GPT-3Few-shot learning=One-shot2020.0520.6—
GPT-3Few-shot learning=Zero-shot2020.0514.1—