Data Labeling is a process of attaching meaningful fields to various types of digital data such as audio files, text, images, videos and more.
Outstanding of data labeling is a time-consuming process, as it involves human interaction for the most accurate results (Loy et al., 2020).
Let’s talk about some common tasks about Data Labeling:
POS tagging
The function of POS tagging is to identify the grammatical functions of words in a sentence. This is the basic step before in-depth analysis of grammar or other complex language processing issues.
Typically, a word can have many grammatical functions, for example:
In the sentence “con ngựa đá đá con ngựa đá “, the same word “đá” but the first and third words have grammatical functions as nouns, but the second word is a verb in the sentence.
POS tagging is considered the basis for higher semantic problems.
Named-Entity recognition
Named-Entity recognition of medium semantic value is often used to classify text. In other words, it is a data marking according to tricky tasks of machine.
For example: Ms. Ba [PERSON] sells bread [FOOD] in 13 ward [ADDRESS].
Machine translation
The method of machine translation simply means that the input is a sentence of A language, the output is the sentence of corresponding B language. MP.BPO’s able to train the analyze and recognition of Machine Learning. Moreover, we are able to Support Vector Machine (SVM) as well as other automation and fault detection.
This problem was very urgent during World War II, when enemy information needed to be translated in the shortest possible time, so that the leaders could make urgent strategies.
Speech recognition
As the name of this Labeling task, the input will be the voice sound, the output will be a text sentence. It is well-known as future technology for data visualization service. BPO.MP experts have years of experience of Data Analyze and Recognition.
Today, according to Apple statistics, users prefer to use their voice to enter text rather than traditional keyboard input, at the same time, human-machine interaction in this way has faster input speed. Therefore, it is necessary to develop and improve the output of Voice recognition and Data Digitization. For example of Home Automation, Smart Technology, Machine to Machine applications.
Although there are still certain difficulties, with increasingly advanced technology, this labeling task is gradually being improved and developed.
Conclution
Today, with the development of digital technology, Data Labeling services become more popular and necessary.
With a wealth of experience and a large team of employees, BPO.MP is always confident of being one of the reputable outsourcing companies. Let BPO.MP take over Data Labeling tasks, contribute to the AI training of your business.
With a team of professional, skillful and experienced staff, BPO.MP Co., Ltd is proud to be a reputable data entry company and strive to become the best data entry company to provide top quality online data entry services with competitive prices, satisfying all customer needs.
BPO- Business Process Outsourcing is very essential for every business. BPO.MP a leading Solutions and Software Development in Vietnam.
Services BPO.MP provides:
- Data Digitization
- Data Entry and Data Processing
- Outsourcing for AI Companies
- Data Labeling
- Financial & Accounting Service
- Content Writing Service
- DTP Image Processing
- Translation & Interpretation
- Human Resource Service
For further information, please contact the Hotline: 0931 939 453 or email to: info@mpbpo.com.vn