PATENT CLAIM ANALYSIS

Application Number: 15907237
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["715", "255000"]

Abstract:
A method for machine learning based document editing is provided. The method may include receiving, from a client, one or more inputs associated with a document. A recommendation to include and/or exclude a clause, a term, and/or a line item from the document may be generated by at least processing the one or more inputs with a machine learning model. The recommendation to include and/or exclude the clause, the term, and/or the line item from the document may be provided to the client. Related systems and articles of manufacture, including computer program products, are also provided.

Claim (Index 5):
The system of  claim 4 , wherein the external factor comprises a current event, a market data, and/or a government regulation.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.0566
- Patent Class: 715.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15345439', '15838256', '15463662', '14304863', '15345444']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2926008250924436
- 35 USC 102 Novelty (BERT): 0.5419843935591853
- Combined Prediction Score: 0.3175391819391178
- Mean Citation Score: 149.87671400000005
- Max Citation Score: 171.82355
- Similarity Product: 48.08754062960893

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

Dataset: test