PATENT CLAIM ANALYSIS

Application Number: 15968078
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["704", "002000"]

Abstract:
The present invention relates to the use of a plurality of dependency trees in tree-based statistical machine translation and proposes a dependency forest to effectively process the plurality of dependency trees. The present invention can improve a translation capability by generating a translation rule and a dependency language model by using the dependency forest and applying the generated translation rule and dependency language model when a source language text is converted to a target language text.

Claim (Index 16):
The statistical machine translation apparatus of  claim 14 , wherein the language model trainer is configured to collect all heads and dependents thereof by listing all hyperedges of the dependency forest and generates the dependency language model from the collected information.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 93.0
- Lexical Diversity: 1.95
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['12052555', '11014503', '12499379', '11014492', '11014152']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3216058662137945
- 35 USC 102 Novelty (BERT): 0.5081304097158805
- Combined Prediction Score: 0.3402583205640032
- Mean Citation Score: 257.43282600000003
- Max Citation Score: 278.73056
- Similarity Product: 193.6887630251503

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 0

Dataset: test