Abstract
Table 16: The F-score performance compared to the state of the art
['[BOLD] Approach', '[BOLD] F-score', '[BOLD] Remark']
As described in previous work section, there are many approaches related to drug extraction have been proposed. Most of them utilize certain external knowledge to achieve the extraction objective. Among the state of the arts, our third data representation technique applied to the LSTM model is outperforming. Also, our proposed method does not require any external knowledge.