Data labeling method, apparatus and system
AssigneeBiejing Baidu Netcom Science and Technology Co., Ltd.
InventorsGUANCHAO WANG, YUQIAN JIANG, SHUHAO ZHANG, TAO JIANG, SIQI WANG
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Abstract
A data labeling method, apparatus and system are provided. The method includes: sampling a data source according to an evaluation task for the data source to obtain sampled data; generating a labeling task from the sampled data; sending the labeling task to a labeling device; and receiving a labeled result of the labeling task from the labeling device. As such, an automatic evaluation of data can be implemented by using the evaluation task, and evaluation efficiency is improved.
Claims20
A data labeling method, comprising:
- sampling a data source according to an evaluation task for the data source, to obtain sampled data;
- generating a labeling task from the sampled data;
- sending the labeling task to a labeling device;
- and
- receiving a labeled result of the labeling task from the labeling device.
A data labeling apparatus, comprising:
- one or more processors;
- and
- a storage device configured to store one or more programs, wherein
- the one or more programs, when executed by the one or more processors, cause the one or more processors to:
- sample a data source according to an evaluation task for the data source, to obtain sampled data;
- generate a labeling task from the sampled data;
- send the labeling task to a labeling device;
- and
- receive a labeled result of the labeling task from the labeling device.
A non-transitory computer-readable storage medium, comprising computer executable instructions stored thereon, wherein the executable instructions, when executed by a computer, cause the computer to:
- sample a data source according to an evaluation task for the data source, to obtain sampled data;
- generate a labeling task from the sampled data;
- send the labeling task to a labeling device;
- and
- receive a labeled result of the labeling task from the labeling device.
Dependencies are inferred from the claim text.