PATENT CLAIM ANALYSIS

Application Number: 16137519
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-09
Patent Classification: ["341", "051000"]

Abstract:
A data compression apparatus is described which has an encoder configured to receive an input data item and to compress the data item into an encoding comprising a plurality of numerical values. The numerical values are grouped at least according to whether they relate to content of the input data item or style of the input data item. The encoder has been trained using a plurality of groups of training data items grouped according to the content and where training data items within individual ones of the groups vary with respect to the style. The encoder has been trained using a training objective which takes into account the groups.

Claim (Index 18):
The method of  claim 14  comprising, after the grouping operation, decoding the encodings using a decoder and updating parameters of the encoder and the decoder according to the training objective.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.05455
- Patent Class: 341.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15637977', '15816282', '15961454', '16022536', '12605245']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4875546975931071
- 35 USC 102 Novelty (BERT): 0.5527748235207194
- Combined Prediction Score: 0.4940767101858684
- Mean Citation Score: 185.43116
- Max Citation Score: 382.57803
- Similarity Product: 365.6781817883957

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

Dataset: test