Trust scoring for language translation systems
First Claim
1. A method for generating a trust score for a translation, the method comprising:
- establishing, using a processor, a trust score for at least a portion of a first translation of a source text translated by a trusted translation system, the trust score representing an accuracy level for the first translation;
comparing, using the processor, the first translation of the source text generated by the trusted translation system to a second translation of the source text generated by an untrusted translation system;
evaluating, using the processor, the source text using a language model to determine a translation complexity for the source text; and
determining, using the processor, a trust score for the second translation based upon the comparison and using the determined translation complexity.
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Abstract
Systems and methods for generating trust scores for translations are described herein. According to some embodiments, methods for generating a trust score for a translation may include establishing a trust score for at least a portion of a first translation of a source text translated by a trusted translation system, the trust score representing an accuracy level for the first translation, comparing the first translation of the source text generated by the trusted translation system to a second translation of the source text generated by an untrusted translation system, and determining a trust score for the second translation based upon the comparison.
393 Citations
18 Claims
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1. A method for generating a trust score for a translation, the method comprising:
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establishing, using a processor, a trust score for at least a portion of a first translation of a source text translated by a trusted translation system, the trust score representing an accuracy level for the first translation; comparing, using the processor, the first translation of the source text generated by the trusted translation system to a second translation of the source text generated by an untrusted translation system; evaluating, using the processor, the source text using a language model to determine a translation complexity for the source text; and determining, using the processor, a trust score for the second translation based upon the comparison and using the determined translation complexity. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method for generating a trust score for a translation, the method comprising:
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determining, using a processor, a translation complexity for a source text; calculating, using the processor, a first trust score for a first translation of the source text performed by a trusted translation system, the trust score; evaluating, using the processor, target language constructs included in a second translation of the source text generated by an untrusted translation system; and comparing, using the processor, the first translation to the second translation; calculating, using the processor, a second trust score for the second translation based upon any combination of the translation complexity, the target language constructs, the first trust score, and the comparison of the first translation to the second translation. - View Dependent Claims (8, 9, 10, 11)
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12. A system for generating a trust score for a translation, the system comprising:
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a memory for storing executable instructions; and a processor for executing the executable instructions, the executable instructions comprising; a trust score generator that establishes a trust score for at least a portion of a first translation of a source text translated by a trusted translation system, the trust score representing an accuracy level for the first translation; an analysis module that; compares the first translation of the source text generated by the trusted translation system to a second translation of the source text generated by an untrusted translation system; and evaluates the source text using a language model to determine a translation complexity for the source text; and an inference module that infers a trust score for the second translation based upon the comparison and the translation complexity determined for the source text. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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Specification