percent4 / chinese_time_recogniztion Goto Github PK
View Code? Open in Web Editor NEW利用深度学习模型,在小标注量数据上,进行文本中的时间识别。
利用深度学习模型,在小标注量数据上,进行文本中的时间识别。
楼主,这里我测试一个新闻文本,新闻文本长度为360。
>>> len("9月中旬,对沙特阿拉伯的阿卜卡伊克石油设施和库赖斯油田的无人机袭击影响了全球石油供应。之后,沙特国防部展示了它所谓伊朗参与的证据:无人机和巡航导弹残骸。一位发言人说,该国仍在努力准确了解发射地点。美国也表示伊朗对此负责。高级官员告诉美国媒体,他们有证据显示袭击起源于伊朗南部。伊朗一再否认在袭击中有任何参与。鲁哈尼总统称这次袭击是也门人民的对等行为。而美国国务卿蓬佩奥称这次袭击是战争行为。而伊朗外长扎里夫在推特上警告说,伊朗没有战争的欲望,但将毫不犹豫地保卫自己。与此同时,沙特国有石油公司阿美(Aramco)表示,预计到9月底,石油产量将恢复到袭击前的水平。胡塞人多次向沙特阿拉伯人口稠密地区发射火箭、导弹 和无人驾驶飞机。他们与沙特领导的联盟发生军事冲突。该联盟支持的也门总统在2015年3月也门冲突升级时逃离该国。")
360
但是预测出来的序列长度只有127,是因为做了什么限制么?
>>> text = "9月中旬,对沙特阿拉伯的阿卜卡伊克石油设施和库赖斯油田的无人机袭击影响了全球石油供应。之后,沙特国防部展示了它所谓伊朗参与的证据:无人机和巡航导弹残骸。一位发言人说,该国仍在努力准确了解发射地 点。美国也表示伊朗对此负责。高级官员告诉美国媒体,他们有证据显示袭击起源于伊朗南部。伊朗一再否认在袭击中有任何参与。鲁哈尼总统称这次袭击是也门人民的对等行为。而美国国务卿蓬佩奥称这次袭击是战争行为。而伊朗外长扎里夫在推特上警告说,伊朗没有战争的欲望,但将毫不犹豫地保卫自己。与此同时,沙特国有石油公司阿美(Aramco)表示,预计到9月底,石油产量将恢复到袭击前的水平。胡塞人多次向沙特阿拉伯人口稠密地区发射火箭、 导弹和无人驾驶飞机。他们与沙特领导的联盟发生军事冲突。该联盟支持的也门总统在2015年3月也门冲突升级时逃离该国。"
>>> t = loaded_model.predict([[char for char in text]])
>>> print(t)
[['B-TIME', 'I-TIME', 'I-TIME', 'I-TIME', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O']]
>>> len(t)
1
>>> len(t[0])
127
thanks
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