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. 2023 Feb 14;23:34. doi: 10.1186/s12911-023-02127-1

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