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.

Date of Patent:
Aug. 08, 2023

Filed:

Mar. 09, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Yosi Mass, Ramat Gan, IL;

Haggai Roitman, Yoknea'm Elit, IL;

Doron Cohen, Gilon, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/9032 (2019.01); G06F 40/30 (2020.01); G06F 40/279 (2020.01);
U.S. Cl.
CPC ...
G06F 16/90332 (2019.01); G06F 40/279 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
Abstract

Training a machine learning language model to generate clarification questions for use in conversational search, including: Obtaining multiple dialogs between users and agents, each dialog including messages exchanged between a user and an agent, wherein one of the messages of each dialog includes a reference to a solution document provided by the agent. For each of the dialogs, operating a search engine to retrieve a text passage, relevant to at least one of the messages of the respective dialog, from the respective solution document. Training a machine learning language model to generate a new clarification question given at least one new message and multiple new text passages, wherein the training is based on a training set which comprises, for each of the dialogs: said at least one of the messages of the respective dialog, and the text passage retrieved for the respective dialog.


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