This indicates that the model proposed in this paper, BERT+BiGRU+Att+CRF, outperforms mainstream named entity recognition models in terms of entity recognition effectiveness. Figure 9. Comparison of overall recognition performance with mainstream models (%). Analyzing the results of these two sets ...
Zhao, Y., Nasrullah, Z. and Li, Z., 2019. PyOD: A Python Toolbox for Scalable Outlier Detection. Journal of machine learning research (JMLR), 20(96), pp.1-7. For a broader perspective on anomaly detection, see our NeurIPS papers ADBench: Anomaly Detection Benchmark Paper & ADGym: ...