Stock Price Prediction Based on Natural Language Processing¹

Table 5

Some output results of the NEZHA model.

Micro words	Prob	Macro words	Prob
Allotment payment	0.9998	Stamp duty	0.9784
Bookmaker	0.9991	Spot	0.9398
Catch up	0.9967	Risk	0.9387
Account	0.9905	RMB	0.9184
Fixed assets	0.9873	Floating exchange rate	0.9011
Short position	0.9792	Bullish candlestick	0.8975
Blue-chip stocks	0.9792	Insurance	0.8947
Sell off	0.8598	Securities law	0.7970
Settlement	0.7770	Demand deposit	0.7842
Deposit and loan	0.7455	Taxation	0.7539