PATENT CLAIM ANALYSIS

Application Number: 15975927
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-12
Patent Classification: ["704", "002000"]

Abstract:
A machine translation method and a machine translation apparatus using a neural network model are provided. The machine translation apparatus extracts information associated with a keyword from a source sentence, obtains a supplement sentence associated with the source sentence based on the extracted information associated with the keyword, acquires a first vector value from the source sentence and a second vector value from the supplement sentence using neural network model-based encoders, and outputs a target sentence corresponding to a translation of the source sentence based on any one or any combination of the first vector value and the second vector value using a neural network model-based decoder.

Claim (Index 17):
The method of  claim 10 , wherein the accuracy of the target sentence is evaluated based on a comparison of the target sentence to another translation of the training source sentence.

Metadata:
- Claim Count in Document: 59.0
- Percentile: 93.0
- Lexical Diversity: 2.38298
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15944939', '15401126', '15247490', '15429709', '15118703']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.272937627126742
- 35 USC 102 Novelty (BERT): 0.5127832730331222
- Combined Prediction Score: 0.29692219171738
- Mean Citation Score: 251.583002
- Max Citation Score: 270.59537
- Similarity Product: 189.8131195820344

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test