Twilio inc. (20250124219). LANGUAGE MODEL FOR ABSTRACTIVE SUMMARIZATION
LANGUAGE MODEL FOR ABSTRACTIVE SUMMARIZATION
Organization Name
Inventor(s)
Luke Percival De Oliveira of San Francisco CA US
[[:Category:Alfredo L�inez Rodrigo of Madrid ES|Alfredo L�inez Rodrigo of Madrid ES]][[Category:Alfredo L�inez Rodrigo of Madrid ES]]
LANGUAGE MODEL FOR ABSTRACTIVE SUMMARIZATION
This abstract first appeared for US patent application 20250124219 titled 'LANGUAGE MODEL FOR ABSTRACTIVE SUMMARIZATION
Original Abstract Submitted
methods, systems, and computer programs are presented for abstractive summarization of text by viewing sequence transduction as a language modeling problem. one method comprises an operation for training a machine-learning program to create a machine-learning model that estimates a word to be added to a running summary for the text being summarized. the method further comprises operations for detecting the text to be summarized, initializing the running summary, and performing a plurality of iterations. each iteration comprises providing, to the machine-learning model, the source text and the running summary, and adding, using the machine-learning model, a new word to the running summary. further, the method comprises an operation for storing, on a memory, the running summary as the summary of the text.