AI-102 · Question #251
You have a Conversational Language Understanding model. You export the model as a JSON file. The following is a sample of the file. What represents the Weather.Historic entity in the sample utterance?
The correct answer is B. by month. In a Conversational Language Understanding model's JSON export, the phrase "by month" represents the Weather.Historic entity, indicating how historic weather data should be categorized or aggregated.
Question
Exhibit
Options
- Alast year
- Bby month
- Camount of
- Daverage
How the community answered
(17 responses)- A12% (2)
- B82% (14)
- C6% (1)
Why each option
In a Conversational Language Understanding model's JSON export, the phrase "by month" represents the Weather.Historic entity, indicating how historic weather data should be categorized or aggregated.
"last year" would likely be a distinct temporal entity, possibly `Weather.Historic.Year` or a generic `DateTime` entity.
In a Conversational Language Understanding (CLU) model, entities are specific spans of text within an utterance that represent relevant information. Given the entity type `Weather.Historic`, "by month" typically indicates a temporal aspect or aggregation for historical weather data, making it a valid extraction for such an entity.
"amount of" is a quantifier phrase, not typically an entity value itself but part of a larger intent or a modifier for a measurement entity.
"average" is an aggregation function or a property, not a specific entity value for `Weather.Historic`.
Concept tested: Conversational Language Understanding (CLU) entities
Source: https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/conversational-language-understanding/how-to/tag-entities
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