AttentionalEntitiesSemanticRoleId

AI Overview😉

  • The potential purpose of this module is to identify and understand the semantic roles of entities in user queries and responses. This means it tries to identify the roles played by entities such as "provider" or "num_riders" in a query like "Book a ride for 3 people with Uber".
  • This module could impact search results by allowing the algorithm to better understand the context and intent behind a user's query. This could lead to more accurate and relevant results, as well as more personalized responses. For example, if a user asks "Where can I buy XYZ?", the algorithm could identify "XYZ" as an entity with the role "product" and provide more relevant results.
  • To be more favorable for this function, a website could ensure that its content is structured in a way that clearly defines entities and their roles. This could include using schema markup to identify entities such as products, businesses, and locations, and providing clear and concise language that helps the algorithm understand the context and intent behind a user's query. Additionally, using natural language processing techniques to identify and extract entities and their roles could also be beneficial.

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GoogleApi.ContentWarehouse.V1.Model.AttentionalEntitiesSemanticRoleId (google_api_content_warehouse v0.4.0)

Uniquely identifies a semantic role. When this role corresponds to a slot in a registered user intent (see go/assistant-intent-catalog), then the SemanticRoleId maps precisely onto that slot in the intent catalog. However, not all semantic roles corresponds to such user intent slots.

Attributes

  • intentId (type: String.t, default: nil) - Semantic roles will be defined locally, within the context of a single task/feature. The |intent_id| is a unique identifier for such a local cluster. In most cases, this should be exactly the same as the name of the intent used for TaskState (see go/assistant-intent-catalog). In cases where the intent isn't well-defined, this can be an arbitrary, feature-defined identifier.
  • roleId (type: String.t, default: nil) - Identifier for a semantic role, unique within the namespace of |intent_id|. When this role corresponds to a slot in the intent, the |role_id| should be equal to the name of that argument. For example, consider an entry in the intent catalog: core_intent { id { id: "BookARide" } slot { name: "provider" type { string_type { } } } slot { name: "num_riders" type { number_type { } } } } Then, the |role_id| would be "provider" or "num_riders" when referring to one of these slots. NOTE: when responding to the user, the Assistant may actually make use of other roles such as "ETA" or "driver" that are not part of the intent declaration. These should still be assigned consistent semantic roles. For example, a dialog with the Shopping feature: User: Where can I buy XYZ? Google: [Best Buy in Sunnyvale] has [XYZ] in stock. User: Great! Give me directions. In this case, both "Best Buy" and "XYZ" would be pushed to attentional entities. Best Buy, in this case, may not be an argument in the ShoppingItemStockInquiry intent, but should still have a consistent |role_id| such as "possessing_business".

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

Link to this type

t()

@type t() :: %GoogleApi.ContentWarehouse.V1.Model.AttentionalEntitiesSemanticRoleId{
  intentId: String.t() | nil,
  roleId: String.t() | nil
}

Functions

Link to this function

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.