PATENT CLAIM ANALYSIS

Application Number: 16048377
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2018-11
Patent Classification: ["706", "047000"]

Abstract:
Systems and methods for incremental annotation of datasets are provided. For example, a group of labeled examples and a group of unlabeled examples may be obtained, a first inference model may be generated using the group of labeled examples, labels may be assigned to at least part of the group of unlabeled examples using the first inference model, confidence levels may be assigned to the assigned labels, a subset of the group of unlabeled examples may be selected using the confidence levels, and in some cases a second inference model may be generated using the selected subset and/or the corresponding assigned labels.

Claim (Index 4):
The system of  claim 1 , wherein the selection of the subset of the plurality of unlabeled examples is further based on the assigned labels.

Metadata:
- Claim Count in Document: 45.0
- Percentile: 95.0
- Lexical Diversity: 2.5
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16048385', '12080414', '15644231', '11638732', '15646563']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3464952333136695
- 35 USC 102 Novelty (BERT): 0.5070660015370477
- Combined Prediction Score: 0.3625523101360073
- Mean Citation Score: 190.49190600000003
- Max Citation Score: 257.9705
- Similarity Product: 186.5975611379147

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

Dataset: test