July 29, 2022, 1:11 a.m. | Matej Ulčar, Marko Robnik-Šikonja

cs.CL updates on arXiv.org arxiv.org

Large pretrained language models have recently conquered the area of natural
language processing. As an alternative to predominant masked language modelling
introduced in BERT, the T5 model has introduced a more general training
objective, namely sequence to sequence transformation, which includes masked
language model but more naturally fits text generation tasks such as machine
translation, summarization, open-domain question answering, text
simplification, dialogue systems, etc. The monolingual variants of T5 models
have been limited to well-resourced languages, while the massively multilingual …

arxiv language sequence to sequence

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