MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202644012585 A) filed by Abb Schweiz AG on February 05, 2026, for Aiding Machine Learning Information Retrieval By Symbolic Knowledge Representation.
Inventors include Nicolai Schoch; and Virendra Ashiwal.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: AIDING MACHINE LEARNING INFORMATION RETRIEVAL 5 BY SYMBOLIC KNOWLEDGE REPRESENTATION ABSTRACT A computer-implemented method (100) for retrieving a response (3) to a query (1) from a 10 machine learning/artificial intelligence model, ML/AI model (2), the method (100) comprising the steps of: • providing (110) the query (1) to the ML/AI model (2), thereby obtaining an initial response (3); • determining (120), from the initial response (3), instances of concepts (5*) of a given 15 symbolic knowledge representation (4) that the initial response (3) relates to; • marking (130), in the symbolic knowledge representation (4), each concept (5*) that the initial response (3) relates to as instantiated; • determining (140), by a reasoning engine (6), concepts (5#) of the symbolic knowledge representation (4) that, given the set of presently instantiated concepts (5*), need to be 20 instantiated as well; • determining (150) a supplemental query (1*) for information relating at least one concept (5#) that needs to be instantiated as well; and • providing (160) this supplemental query (1*) to the ML/AI model (2), thereby obtaining a supplemental response (3*) that augments the initial response (3). 25 (Figure 1)
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