The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 24, 2023
Filed:
Jul. 07, 2021
International Business Machines Corporation, Armonk, NY (US);
University of Notre Dame, Notre Dame, IN (US);
Wenhao Yu, Mishawaka, IN (US);
Lingfei Wu, Elmsford, NY (US);
Yu Deng, Yorktown Heights, NY (US);
Qingkai Zeng, Granger, IN (US);
Ruchi Mahindru, Elmsford, NY (US);
Sinem Guven Kaya, New York, NY (US);
Meng Jiang, Granger, IN (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
An approach for a non-factoid question answering framework across tasks and domains may be provided. The approach may include training a multi-task joint learning model in a general domain. The approach may also include initializing the multi-task joint learning model in a specific target domain. The approach may include tuning the joint learning model in the target domain. The approach may include determining which task of the multiple tasks is more difficult for the multi-task joint learning model to learn. The approach may also include dynamically adjusting the weights of the multi-task joint learning model, allowing the model to concentrate on learning the more difficult learning task.