Apparatus and method for generating sentence
AssigneeSamsung Electronics Co., Ltd.
InventorsHoshik LEE, Hwidong NA
Life of this patent
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Abstract
A sentence generating apparatus includes an encoder configured to generate a first sentence embedding vector by applying trained result data to a first paraphrased sentence of an input sentence, an extractor configured to extract verification sentences in a preset range from the generated first sentence embedding vector, and a determiner configured to determine a similarity of the first paraphrased sentence to the input sentence based on comparing the verification sentences to the input sentence.
Claims19
A sentence generating apparatus comprising:
- a processor comprising:
- an encoder configured to generate a first sentence embedding vector by applying trained result data to a first paraphrased sentence of an input sentence;
- an extractor configured to extract, from the generated first sentence embedding vector, verification sentences in a first range;
- and
- a determiner configured to determine a similarity of the first paraphrased sentence to the input sentence based on comparing the extracted verification sentences to the input sentence.
A sentence generating apparatus comprising:
- a processor comprising:
- an encoder configured to generate a first sentence embedding vector by applying trained result data to an input sentence;
- and
- a calculator configured to calculate a paraphrased first sentence embedding vector using a first noise vector of a dimension determined based on the first sentence embedding vector.
A sentence generating method comprising:
- generating a first sentence embedding vector by applying trained result data to a first paraphrased sentence of an input sentence;
- extracting verification sentences in a first range from the first sentence embedding vector;
- and
- determining a similarity of the first paraphrased sentence to the input sentence based on comparing the verification sentences to the input sentence.
Dependencies are inferred from the claim text.