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 9):
The method of  claim 8 , wherein the encoder is configured to encode at least one of a word, a sentence, grammar, and sentence construction.

Metadata:
- Claim Count in Document: 37.0
- Percentile: 98.0
- Lexical Diversity: 1.44231
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15891972', '16150103', '15784057', '15850007', '15923347']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2464188023289985
- 35 USC 102 Novelty (BERT): 0.5569837883240909
- Combined Prediction Score: 0.2774753009285077
- Mean Citation Score: 236.660438
- Max Citation Score: 434.4330000000001
- Similarity Product: 293.65622525399925

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