What are the challenges of NLP in assessment?
An example of an AI chatbot conversation about challenges in NLP for assessment tasks.
What are the main challenges of using NLP in assessment?
Some main challenges include understanding context, handling ambiguity, and ensuring accuracy in grading.
How does ambiguity affect NLP assessments?
Ambiguity can lead to misinterpretation of responses, making it difficult for NLP systems to evaluate answers correctly.
Are there specific examples of NLP failing in assessments?
Yes, there have been cases where NLP misjudged sentiment in essays or failed to recognize sarcasm.
What can be done to improve NLP in assessments?
Improving training data quality, enhancing algorithms, and incorporating human feedback can significantly help.
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