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How to quickly extract words from a text?

2024-09-22 06:06
How to quickly extract words from a text? I just got a lot of IPs, but I want a pure IP, not the text in the text. How can I extract it quickly? Is there any faster way? Expert advice!
2024-09-22 07:13

Extracting text usually requires the use of natural language processing techniques. Here are some common methods: 1 Bag-of-Words Model: Transform the text into a vocabulary and select the most frequently appearing words as keywords. This method is suitable for the situation where the text volume is small and can quickly identify keywords in the text. 2. The TF-IDF (Term-frequency-inverse Document Frequency Model): Transform the text into a word frequency and calculate the importance of each word. This method is suitable for the situation where the text volume is large, and it can identify high-frequency words and keywords in the text. 3. Word sense disambiguation: classify the words in the text to better identify keywords. This method requires the text to be divided into words and then classify each word using the part-of-speech tagging tool. 4. Stop list (stop list): This includes some common stop words and phrases such as "the","of","and","belong", etc. These words are usually not used to express specific meanings but can be identified as keywords. Each of the above methods had its advantages and disadvantages. The specific method to use depended on the application scenario and data.

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