PATENT CLAIM ANALYSIS

Application Number: 15959833
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-10
Patent Classification: ["704", "002000"]

Abstract:
The disclosure relates to transferred learning from a first language (e.g., a source language for which a semantic parser has been defined) to a second language (e.g., a target language for which a semantic parser has not been defined). A system may use knowledge from a trained model in one language to model another language. For example, the system may transfer knowledge of a semantic parser from a first (e.g., source) language to a second (e.g., target) language. Such transfer of knowledge may occur and be useful when the first language has sufficient training data but the second language has insufficient training data. The foregoing transfer of knowledge may extend the semantic parser for multiple languages (e.g., the first language and the second language).

Claim (Index 11):
The system of  claim 10 , wherein the natural language utterance further comprises one or more words in the first language, and wherein the multi-lingual semantic parser to parse the one or more words in the first language natural language utterance.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 91.0
- Lexical Diversity: 2.58929
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15408526', '15141577', '15843047', '14863996', '13947878']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3223456117935319
- 35 USC 102 Novelty (BERT): 0.5036086390018074
- Combined Prediction Score: 0.3404719145143594
- Mean Citation Score: 245.119432
- Max Citation Score: 258.78543
- Similarity Product: 179.60666871004526

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

Dataset: test