Words like whispers, data's embrace, wisdom unfolds, logic takes chase. Programs breathe and learn, meaning's quest, AI's hand guides, language undressed.
The correct sentence describing the use of artificial intelligence in natural language processing (NLP) is:
Artificial intelligence enables applications to obtain data from the environment and store it as knowledge. According to the perceived knowledge, they can modify their behavior and draw conclusions from the perceived knowledge.
Here's why this sentence accurately defines AI's role in NLP:
NLP deals with processing and understanding human language. This includes tasks like sentiment analysis, topic modeling, machine translation, and text summarization.
AI techniques allow NLP applications to learn from data. This data can be text from various sources, including books, articles, social media, and conversations.
As the AI model processes data, it builds a representation of the information it encounters. This representation can be called "knowledge" in the context of the sentence.
Based on this knowledge, the NLP application can then perform various tasks. These tasks might involve adapting its behavior to context, generating new text, or extracting meaningful insights from the data.
The first sentence mentions spam filtering and financial market trading, which are applications of AI but not specific to NLP. While these fields utilize AI algorithms to analyze data and make decisions, they don't necessarily involve language processing or understanding.
Therefore, the second sentence clearly captures the essence of AI's role in NLP: leveraging data to build knowledge and then using that knowledge to understand and interact with natural language.