Patent ID: 11954435
Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A text generation apparatus comprising:
a memory; and
a processor configured to:
determine, based on a predetermined measure, a score associated with each word in an input text using a first neural network, the score being high for the each word to be included in an output text, and the score being low for the each word to be not included in the output text;
extract, based on the score, a first set of words from the input text;
generate a reference text, wherein the reference text includes a second set of words being selected from the first set of words in a descending order of the score, and a number of the second set of words is the same number of words included in the output text; and
generate the output text based on the input text and the reference text using a second neural network,
wherein the output text summarizes the input text using at least a part of words in the reference text, the second neural network includes an input text encoding and a reference text encoding as distinct text encodings cross-referencing each other in a multi-layered network.