Patents by Inventor Kaiqiang SONG

Kaiqiang SONG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Generative text summarization system and method
    Patent number: 11562144
    Abstract: A generative automatic text summarization system and method is disclosed that may adopt a search and reranking strategy to improve the performance of a summarization task. The system and method may employ a transformer neural model to assist with the summarization task. The transformer neural model may be trained to learn human abstracts and may then be operable to generate abstractive summaries. With multiple summary hypothesis generated, a best-first search algorithm and reranking algorithm may be employed to select the best candidate summary as part of the output summary.
    Type: Grant
    Filed: March 16, 2020
    Date of Patent: January 24, 2023
    Assignee: Robert Bosch GmbH
    Inventors: Kaiqiang Song, Bingqing Wang
  • GENERATIVE TEXT SUMMARIZATION SYSTEM AND METHOD
    Publication number: 20210286951
    Abstract: A generative automatic text summarization system and method is disclosed that may adopt a search and reranking strategy to improve the performance of a summarization task. The system and method may employ a transformer neural model to assist with the summarization task. The transformer neural model may be trained to learn human abstracts and may then be operable to generate abstractive summaries. With multiple summary hypothesis generated, a best-first search algorithm and reranking algorithm may be employed to select the best candidate summary as part of the output summary.
    Type: Application
    Filed: March 16, 2020
    Publication date: September 16, 2021
    Inventors: Kaiqiang SONG, Bingqing WANG