Table 2 Comparison between different DAL models
Models | Task | Characteristics | Effectiveness |
|---|---|---|---|
CNN-CNN-LSTM | NER | DAL | Verified the performance of DAL method on NER |
Word2vec and BERT | NER and RE | DAL | Verified the performance of DAL method on RE and NER |
CNN-CNN-LSTM | NER | Subsequence-based DAL | Verified the performance of querying subsequences on NER |
BERT-CRF(SDSAL) | RE | Subsequence-based DAL | Verified the performance of subsequences and distant supervision on RE |