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:
Sep. 23, 2025

Filed:

Sep. 24, 2021
Applicant:

Thomson Reuters Enterprise Centre Gmbh, Zug, CH;

Inventors:

Nadja Herger, Thalwil, CH;

Nina Stamenova Hristozova, Langnau Am Albis, CH;

Milda Norkute, Zurich, CH;

Leszek Michalak, Zug, CH;

Stavroula Skylaki, Zug, CH;

Daniele Giofré, Tolochenaz, CH;

Andrew Timothy Mulder, Orleans, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 16/23 (2019.01); G06N 5/045 (2023.01);
U.S. Cl.
CPC ...
G06N 5/045 (2013.01); G06F 16/2379 (2019.01);
Abstract

Methods and systems for providing mechanisms for presenting artificial intelligence (AI) explainability metrics associated with model-based results are provided. In embodiments, a model is applied to a source document to generate a summary. An attention score is determined for each token of a plurality of tokens of the source document. The attention score for a token indicates a level of relevance of the token to the model-based summary. The tokens are aligned to at least one word of a plurality of words included in the source document, and the attention scores of the tokens aligned to the each word are combined to generate an overall attention score for each word of the source document. At least one word of the source document is displayed with an indication of the overall attention score associated with the at least one word.


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