US 12,229,500 B2
Autocomplete prediction engine providing automatic form filling from email and ticket extractions
Marius Cobzarenco, London (GB); Arthur Wilcke, London (GB); Harshil Shah, London (GB); and Martin Moxon, Gateshead (GB)
Assigned to UiPath, Inc., New York, NY (US)
Filed by UiPath, Inc., New York, NY (US)
Filed on Jan. 12, 2023, as Appl. No. 18/096,092.
Prior Publication US 2024/0242021 A1, Jul. 18, 2024
Int. Cl. G06F 40/174 (2020.01); G06F 40/30 (2020.01); H04L 51/04 (2022.01)
CPC G06F 40/174 (2020.01) [G06F 40/30 (2020.01); H04L 51/04 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A method executed by an autocomplete prediction engine implemented as a computer program within a computing environment, the autocomplete prediction engine executing automated communication mining on a communication, the method comprising:
generating, by the autocomplete prediction engine, a pre-training dataset by parsing through each article, a type of each article, abstractions, and structured information in a database to collect at least a plurality of article types;
processing, by the autocomplete prediction engine, the communication comprising conversational message data or text between two or more computers, systems, or users, the processing of the communication comprising:
extracting two or more intents and a set of entities related to each intent of the two or more intents from the conversational message data or text of the communication, the autocomplete prediction engine being pre-trained on the pre-training dataset for extracting the two or more intents and the set of entities utilizing each type of the plurality of article types; and
providing, by the autocomplete prediction engine, the two or more intents and the sets of entities into one or more forms and one or more demarcations into the communication using a language model to provide a conversational or natural language understanding of the communication.