Korean ALBERT (A Lite BERT for Self-supervised Learning of Language Representations) language model
Training based on albert_zh (https://github.com/brightmart/albert_zh)
512 sequences, Large KalBert: https://drive.google.com/drive/folders/1a_yZIidugit3TxF__f8LSRPc8gfO2CV-?usp=sharing
-
Training data: ~6GB
-
Morph tokenizing without tag + BPE
- (e.g. 이순신은 조선 중기의 무신이다. -> 이순신 은 조선 중기 의 무신 이 다 .)
-
Training steps: 191,000
-
KorQuAD v 1.0 Dev set
- f1: 90.01, em: 81.26