APPARATUS AND METHOD FOR GENERATING TRANSLATION MODEL, APPARATUS AND METHOD FOR AUTOMATIC TRANSLATION
First Claim
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1. An apparatus to generate a translation model, the apparatus comprising:
- a learning data collector configured to collect an original text, an original text containing an error, and a translation of the original text as learning data; and
a model generator configured to generate a translation model to simultaneously perform error correction and translation generation by enabling a neural network to learn based on the collected learning data.
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Abstract
Disclosed herein are an apparatus and method for generating a translation model and an apparatus and method for automatic translation. A translation model generation apparatus and corresponding method include a learning data collector configured to collect an original text, an original text containing an error, and a translation of the original text as learning data, and a model generator that generates a translation model to simultaneously perform error correction and translation generation by enabling a neural network to learn based on the collected learning data.
18 Citations
26 Claims
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1. An apparatus to generate a translation model, the apparatus comprising:
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a learning data collector configured to collect an original text, an original text containing an error, and a translation of the original text as learning data; and a model generator configured to generate a translation model to simultaneously perform error correction and translation generation by enabling a neural network to learn based on the collected learning data. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method to generate a translation model, the method comprising:
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collecting an original text, an original text containing an error, and a translation of the original text as learning data; and generating a translation model to simultaneously perform error correction and translation generation by enabling a neural network to learn based on the collected learning data. - View Dependent Claims (8, 9, 10, 11, 12)
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13. An apparatus for automatic translation, comprising:
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a voice recognition processor configured to recognize an input voice; a translation processor configured to simultaneously perform voice recognition error correction and translation of the input voice to a voice recognition result using a translation model; and an transmitter configured to output a result of the voice recognition error correction and a result of the translation. - View Dependent Claims (14, 15, 16)
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17. A method for automatic translation, the method comprising:
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recognizing an input voice; simultaneously performing voice recognition error correction and translation of the input voice to a voice recognition result using a translation model; and outputting a result of the voice recognition error correction and a result of the translation. - View Dependent Claims (18, 19, 20)
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21. An automatic translation apparatus, comprising:
a processor configured to receive a voice from a user in a first language, perform voice recognition of the voice in the first language and generate a text in the first language as a voice recognition result, translate the voice recognition result to a second language, correct an error occurring in the voice recognition result using a translation model, and generate a translation in the second language simultaneously with the correction of the error. - View Dependent Claims (22, 23, 24, 25, 26)
Specification