What are the applications of context in natural language processing?
An example of an AI chatbot conversation about applications of context in NLP.
What are the applications of context in natural language processing?
Context in NLP helps improve understanding and generation of language. It is used in chatbots, sentiment analysis, and more.
Can you give me examples of how context is used in chatbots?
Sure! Context helps chatbots maintain conversation flow, understand user intent, and provide relevant responses based on previous interactions.
How does context affect sentiment analysis?
Context allows sentiment analysis to consider the surrounding words and phrases, improving accuracy in determining the sentiment of a statement.
What challenges do we face when incorporating context in NLP?
Challenges include ambiguity in language, varying contexts across different domains, and the need for large datasets to train models effectively.
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