PATENT CLAIM ANALYSIS

Application Number: 15885807
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["704", "009000"]

Abstract:
A personality model is created for a population and used as an input to a text generation system. Alternative texts are created based upon the emotional effect of the generated text. Certain words or phrases are “pinned” in the output, reducing the variability of the generated text so as to preserve required information content, and a number of tests provide input to a discriminator network so that proposed outputs both match an outside objective regarding the information content, emotional affect, and grammatical acceptability. A feedback loop provides new “ground truth” data points for refining the personality model and associated generated text.

Claim (Index 4):
The system of  claim 1 , further comprising an evaluator \u2014  coupled to the encoder and decoder, wherein the evaluator provides a personality score reflecting the association of the language use in the generated text with the personality model input to the decoder; and\n wherein the personality score is provided to the decoder; and wherein the internal weights associated with the decoder are updated to reinforce high personality association and to discourage lower personality association.

Metadata:
- Claim Count in Document: 31.0
- Percentile: 86.0
- Lexical Diversity: 1.59155
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15815686', '15407713', '15147222', '15817161', '15408526']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2099375792687465
- 35 USC 102 Novelty (BERT): 0.4932197221168021
- Combined Prediction Score: 0.2382657935535521
- Mean Citation Score: 162.37153600000005
- Max Citation Score: 193.36888
- Similarity Product: 132.5264109111595

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

Dataset: test