t5-base-standard-bahasa-cased
Pretrained T5 base standard language model for Malay.
Pretraining Corpus
t5-base-standard-bahasa-cased
model was pretrained on multiple tasks. Below is list of tasks we trained on,
Language masking task on bahasa news, bahasa Wikipedia, bahasa Academia.edu, bahasa parliament and translated The Pile.
News title prediction on bahasa news.
Next sentence prediction on bahasa news, bahasa Wikipedia, bahasa Academia.edu, bahasa parliament and translated The Pile.
Translated QA Natural.
Text Similarity task on translated SNLI and translated MNLI.
EN-MS translation.
MS-EN translation.
Abstractive Summarization.
Knowledge Graph triples generation.
Paraphrase.
Preparing steps can reproduce at
https://github.com/huseinzol05/malaya/tree/master/pretrained-model/t5/prepare
Pretraining details
Supported prefix
soalan: {string}
, trained using Natural QA.
ringkasan: {string}
, for abstractive summarization.
tajuk: {string}
, for abstractive title.
parafrasa: {string}
, for abstractive paraphrase.
terjemah Inggeris ke Melayu: {string}
, for EN-MS translation.
terjemah Melayu ke Inggeris: {string}
, for MS-EN translation.
grafik pengetahuan: {string}
, for MS text to EN Knowledge Graph triples format.
ayat1: {string1} ayat2: {string2}
, semantic similarity.