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US 2025/0148210 A1Published application
Document Translation Feasibility Analysis Systems and Methods
AssigneeSDL, Inc.
InventorRares Ionut Vasilescu
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Abstract
Automatic post-editing of machine translated content is disclosed herein. An example method includes receiving a source document for translation, calculating semantic signatures of text chunks within the source document using an artificial intelligence (AI) model, matching the semantic signatures against a repository of previous translations, and displaying a document-based visualization that includes both semantic and exact matches found in the repository of previous translations.
Claims20
A method for document translation feasibility analysis, the method comprising:
- receiving a source document for translation;
- calculating semantic signatures of text chunks within the source document using an artificial intelligence (AI) model;
- matching the semantic signatures against a repository of previous translations;
- and
- displaying a document-based visualization that includes both semantic and exact matches found in the repository of previous translations.
2 more elements
A system, comprising:
- a processor;
- and
- a memory for storing instructions, the processor executing the instructions to:
- receive a source document for translation;
- calculate semantic signatures of text chunks within the source document using an artificial intelligence (AI) model;
- match the semantic signatures against a repository of previous translations;
- and
- display a document-based visualization that includes both semantic and exact matches found in the repository of previous translations, the document-based visualization including visual distinctiveness for the semantic and exact matches relative to one another.
5 more elements
Dependencies are inferred from the claim text.