readme.md

CLUENER2020

First homework for Calculative Linguistics (2020Fall)

• BiLSTM-CRF: BiLSTM with manually implemented CRF, f1-score 0.65 after 10 epoch
• BiLSTM-torchcrf: BiLSTM with torchcrf
• BERT-NER：Bert with linear classifier，test f1 0.7607
• BERT-CRF-NER：Bert-crf with linear classifier，test f1 0.7714
• BERT-LSTM-CRF-NER：Bert-LSTM-crf，test f1 0.7971