PATENT CLAIM ANALYSIS

Application Number: 16417148
Application Type: Utility
Filing Date: 2019-05
Publication Date: 2019-11
Patent Classification: ["706", "021000"]

Abstract:
Systems and methods for generating a slate of ranked items are provided. In one example embodiment, a computer-implemented method includes inputting a sequence of candidate items into a machine-learned model, and obtaining, in response to inputting the sequence of candidate items into the machine-learned model, an output of the machine-learned model that includes a ranking of the candidate items that presents a diverse set of the candidate items at the top positions in the ranking such that one or more highly relevant candidate items can be demoted in the ranking.

Claim (Index 15):
The computer-implemented method of  claim 14 , wherein:\n the plurality of decoding steps includes a second decoding step; and the method further comprises inputting an embedding that corresponds to the previously-selected candidate item into the second decoding step of the decoder network.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 100.0
- Lexical Diversity: 1.92
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15975731', '15469981', '14586202', '15475016', '15381637']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3896054593380378
- 35 USC 102 Novelty (BERT): 0.5051134645007767
- Combined Prediction Score: 0.4011562598543117
- Mean Citation Score: 185.953252
- Max Citation Score: 205.69078
- Similarity Product: 116.81874586531158

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