Abstract: A mechanism is provided for implementing an optical character recognition (OCR) error correction mechanism for correcting OCR errors. Responsive to receiving a document in which OCR has been performed, the mechanism assesses the document to identify a set of OCR errors generated by an OCR engine that performed the OCR using a set of visual embeddings. Responsive to identifying the set of OCR errors, the mechanism analyzes each character of a plurality of sentences within the document to generate a high-dimensional embedding for the characters of the plurality of sentences within the document. The mechanism then linguistically corrects each OCR error in the set of OCR error. The mechanism utilizes ground truth information and the set of visual embeddings to verify that character stream is linguistically correct. Responsive to verifying that the character stream is linguistically correct, the mechanism outputs an OCR error corrected document to a user.

Abstract: A mechanism is provided for implementing an optical character recognition (OCR) error correction mechanism for correcting OCR errors. Responsive to receiving a document in which OCR has been performed, the mechanism assesses the document to identify a set of OCR errors generated by an OCR engine that performed the OCR using a set of visual embeddings. Responsive to identifying the set of OCR errors, the mechanism analyzes each character of a plurality of sentences within the document to generate a high-dimensional embedding for the characters of the plurality of sentences within the document. The mechanism then linguistically corrects each OCR error in the set of OCR error. The mechanism utilizes ground truth information and the set of visual embeddings to verify that character stream is linguistically correct. Responsive to verifying that the character stream is linguistically correct, the mechanism outputs an OCR error corrected document to a user.

Abstract: A first computing device receives one or more messages, wherein the one or more messages includes information regarding one or more components, wherein each component is part of one or more systems and wherein each system includes one or more sub systems. The first computing device determines that a first system has changed based on the first computing device comparing the one or more messages to a hierarchical model, wherein the change to the first system includes a change associated with a first component of the first system. The first computing device determines a position of the first component within the first system and within one or more sub-systems of the first system based on the one or more messages. The first computing device updates the hierarchical model to include the first component in a hierarchical location that corresponds to the determined position of the first component.

Abstract: A first computing device receives one or more messages, wherein the one or more messages includes information regarding one or more components, wherein each component is part of one or more systems and wherein each system includes one or more sub systems. The first computing device determines that a first system has changed based on the first computing device comparing the one or more messages to a hierarchical model, wherein the change to the first system includes a change associated with a first component of the first system. The first computing device determines a position of the first component within the first system and within one or more sub-systems of the first system based on the one or more messages. The first computing device updates the hierarchical model to include the first component in a hierarchical location that corresponds to the determined position of the first component.

Abstract: A first computing device receives one or more messages, wherein the one or more messages includes information regarding one or more components, wherein each component is part of one or more systems and wherein each system includes one or more sub systems. The first computing device determines that a first system has changed based on the first computing device comparing the one or more messages to a hierarchical model, wherein the change to the first system includes a change associated with a first component of the first system. The first computing device determines a position of the first component within the first system and within one or more sub-systems of the first system based on the one or more messages. The first computing device updates the hierarchical model to include the first component in a hierarchical location that corresponds to the determined position of the first component.

Abstract: A first computing device receives one or more messages, wherein the one or more messages includes information regarding one or more components, wherein each component is part of one or more systems and wherein each system includes one or more sub systems. The first computing device determines that a first system has changed based on the first computing device comparing the one or more messages to a hierarchical model, wherein the change to the first system includes a change associated with a first component of the first system. The first computing device determines a position of the first component within the first system and within one or more sub-systems of the first system based on the one or more messages. The first computing device updates the hierarchical model to include the first component in a hierarchical location that corresponds to the determined position of the first component.