PATENT CLAIM ANALYSIS

Application Number: 16180774
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-08
Patent Classification: ["704", "275000"]

Abstract:
Systems and methods for generating responses to user input such as dialogues, and images are discussed. The system may generate, by a response generation module of at least one server, an optimal generated response to the user communication by applying an generative adversarial network. In some embodiments, the generative adversarial network may include a hierarchical recurrent encoder decoder generative adversarial network including a generator and a discriminator component.

Claim (Index 16):
An improved system for generating responses to user communications comprising:\n at least one server communicatively coupled to a user device by a network, wherein the at least one server further comprises a non-transitory memory storing computer-readable instructions and at least one processor; the execution of the computer-readable instructions causing the at least one server to: receive, from the user device, a user communication; apply, by a response generation module of the at least one server, an generative adversarial network to the user communication to generate an optimal generated response to the user communication, the generative adversarial network comprising a generator component and a discriminator component, the discriminator component comprising a convolutional neural network and a recurrent neural network, and wherein application of the generative adversarial network further comprises:\n generation, via the generator component, of a plurality of computer generated responses responsive to the user communication, and \n selection, via the discriminator component, of an optimal computer generated response form among the plurality of computer generated responses; and \n transmit the optimal generated response to the user communication to a user of the user device.

Metadata:
- Claim Count in Document: 37.0
- Percentile: 98.0
- Lexical Diversity: 1.44231
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15891972', '16150103', '15784057', '15850007', '15923347']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2208519990594908
- 35 USC 102 Novelty (BERT): 0.565946746639035
- Combined Prediction Score: 0.2553614738174453
- Mean Citation Score: 236.660438
- Max Citation Score: 434.4330000000001
- Similarity Product: 395.6049985601305

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

Dataset: test