US 12,393,781 B2
Information processing apparatus, operation method of information processing apparatus, and operation program of information processing apparatus
Norihisa Nakano, Tokyo (JP); Ryota Ozaki, Tokyo (JP); Tomoko Ohkuma, Tokyo (JP); Tomoki Taniguchi, Tokyo (JP); and Yuki Tagawa, Tokyo (JP)
Assigned to FUJIFILM Corporation, Tokyo (JP)
Filed by FUJIFILM Corporation, Tokyo (JP)
Filed on Dec. 7, 2022, as Appl. No. 18/063,073.
Claims priority of application No. 2021-213437 (JP), filed on Dec. 27, 2021.
Prior Publication US 2023/0205997 A1, Jun. 29, 2023
Int. Cl. G06F 17/27 (2006.01); G06F 40/295 (2020.01); G16H 15/00 (2018.01); G06F 40/30 (2020.01)
CPC G06F 40/295 (2020.01) [G16H 15/00 (2018.01); G06F 40/30 (2020.01)] 15 Claims
OG exemplary drawing
 
1. An information processing apparatus that creates a training input text which is used for training a natural language processing model and in which a part of term phrases is masked, from a document, the information processing apparatus comprising:
a processor,
wherein the processor is configured to train the natural language processing model which is able to predict a part of term phrases which has been masked by:
extracting a plurality of specific term phrases from the document;
deriving a degree of association indicating a degree of association among the plurality of specific term phrases;
selecting a target term phrase that is a term phrase as a target to be masked based on the degree of association;
determining a text of a same type as a text including the term phrase selected as the target term phrase; and
using the text including the target term phrase and the text of the same type as the training input text.