公开(公告)号：US20240232540A1

公开(公告)日：2024-07-11

申请号：US18616731

申请日：2024-03-26

Applicant: Salesforce, Inc.

Inventor： Andrew R. Paley ,  Nathan D. Nichols ,  Matthew L. Trahan ,  Maia Lewis Meza ,  Michael Tien Thinh Pham ,  Charlie M. Truong

IPC: G06F40/30 ,  G06F40/295 ,  G06N5/02 ,  G10L17/18

CPC classification number: G06F40/30 ,  G06F40/295 ,  G06N5/02 ,  G10L17/18

Abstract: Artificial intelligence (AI) technology can be used in combination with composable communication goal statements to facilitate a user's ability to quickly structure story outlines in a manner usable by an NLG narrative generation system without any need for the user to directly author computer code. Narrative analytics that are linked to communication goal statements can employ a conditional outcome framework that allows the content and structure of resulting narratives to intelligently adapt as a function of the nature of the data under consideration. This AI technology permits NLG systems to determine the appropriate content for inclusion in a narrative story about a data set in a manner that will satisfy a desired communication goal.

公开(公告)号：US12288039B1

公开(公告)日：2025-04-29

申请号：US16744537

申请日：2020-01-16

Applicant: Salesforce, Inc.

Inventor： Michael Justin Smathers ,  Daniel Joseph Platt ,  Nathan D. Nichols ,  Jared Lorince

IPC: G06F40/56 ,  G06F18/214

Abstract: Disclosed herein is computer technology that provides adaptive mechanisms for learning concepts that are expressed by natural language sentences, and then applies this learning to appropriately classify new natural language sentences with the relevant concept that they express.

公开(公告)号：US11989519B2

公开(公告)日：2024-05-21

申请号：US16916248

申请日：2020-06-30

Applicant: Salesforce, Inc.

Inventor： Daniel Joseph Platt ,  Nathan D. Nichols ,  Michael Justin Smathers ,  Jared Lorince

IPC: G06F40/20 ,  G06F16/33 ,  G06F18/214 ,  G06F40/205 ,  G06F40/211 ,  G06F40/253 ,  G06F40/295 ,  G06F40/30 ,  G06F40/56 ,  G06N20/00 ,  G06F40/268 ,  G06F40/279 ,  G10L15/06 ,  G10L15/18 ,  G10L15/22

CPC classification number: G06F40/30 ,  G06F16/3344 ,  G06F18/214 ,  G06F40/205 ,  G06F40/211 ,  G06F40/253 ,  G06F40/295 ,  G06N20/00 ,  G06F40/268 ,  G06F40/279 ,  G06F40/56 ,  G10L15/063 ,  G10L15/1822 ,  G10L15/22

Abstract: Disclosed herein is computer technology that applies natural language processing (NLP) techniques to training data to generate information used to train a natural language generation (NLG) system to produce output that stylistically resembles the training data. In this fashion, the NLG system can be readily trained with training data supplied by a user so that the NLG system is adapted to produce output that stylistically resembles such training data. In an example, an NLP system detects a plurality of linguistic features in the training data. These detected linguistic features are then aggregated into a specification data structure that is arranged for training the NLG system to produce natural language output that stylistically resembles the training data. Parameters in the specification data structure can be linked to objects in an ontology used by the NLG system to facilitate the training of the NLG system based on the detected linguistic features.

公开(公告)号：US20240211697A1

公开(公告)日：2024-06-27

申请号：US18594440

申请日：2024-03-04

Applicant: Salesforce, Inc.

Inventor： Nathan D. Nichols ,  Andrew R. Paley ,  Maia Lewis Meza ,  Santiago Santana

IPC: G06F40/30 ,  G06F40/295 ,  G06N5/022 ,  G06N20/00

CPC classification number: G06F40/30 ,  G06F40/295 ,  G06N5/022 ,  G06N20/00

Abstract: Artificial intelligence (AI) technology can be used in combination with composable communication goal statements to facilitate a user's ability to quickly structure story outlines using “explanation” communication goals in a manner usable by an NLG narrative generation system without any need for the user to directly author computer code. This AI technology permits NLG systems to determine the appropriate content for inclusion in a narrative story about a data set in a manner that will satisfy a desired explanation communication goal such that the narratives will express various ideas that are deemed relevant to a given explanation communication goal.