Answer-first summary for fast verification
Answer: Add more utterances to the existing intents and entities.
Adding more utterances to the existing intents and entities can help the model better understand the variations in user messages and improve its performance. Increasing the number of intents and entities (Option A) may not necessarily improve the model's performance and could make it more complex. Removing intents and entities (Option C) could result in loss of important information. Re-training the model without making any changes (Option D) would not address the issues causing the poor performance.
Author: LeetQuiz Editorial Team
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You have trained and evaluated a language understanding model, and the results show that the model's performance is not satisfactory. Which of the following steps should you take to optimize the model?
A
Increase the number of intents and entities in the model.
B
Add more utterances to the existing intents and entities.
C
Remove some of the intents and entities from the model.
D
Re-train the model without making any changes to the intents, entities, or utterances.
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