What are the limitations of NLP in assessment?
An example of an AI chatbot conversation about NLP's limitations in assessment.
What are the main limitations of using NLP in assessment?
Some limitations include understanding context, handling ambiguity, and the need for large datasets.
Can NLP accurately assess emotional tone in written responses?
NLP can struggle with accurately detecting emotional tone due to nuances in language and context.
How does bias affect NLP assessments?
Bias in training data can lead to skewed results, affecting fairness and accuracy in assessments.
Are there specific fields where NLP is less effective?
Yes, fields requiring deep domain knowledge or complex reasoning may see less effective NLP applications.
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