PATENT CLAIM ANALYSIS

Application Number: 16242639
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-05
Patent Classification: ["704", "009000"]

Abstract:
This disclosure describes techniques and architectures for evaluating conversations. In some instances, conversations with users, virtual assistants, and others may be analyzed to identify potential risks within a language model that is employed by the virtual assistants and other entities. The potential risks may be evaluated by administrators, users, systems, and others to identify potential issues with the language model that need to be addressed. This may allow the language model to be improved and enhance user experience with the virtual assistants and others that employ the language model.

Claim (Index 1):
One or more non-transitory computer-readable media storing computer-readable instructions that, when executed, instruct one or more processors to perform acts comprising:\n causing a conversation user interface to be displayed on a display device to enable a conversation between a user and a virtual assistant; receiving, via the conversation user interface, user input; processing the user input with one or more natural language processing techniques to identify an intent unit for the user input, the intent unit being associated with a language model for the natural language processing techniques; determining, based at least in part on a presence of one or more risk indicators for the user input, a measure of confidence that the intent unit is correctly identified for the user input; associating the measure of confidence with the user input; determining a health status of the intent unit based at least in part on the measure of confidence, the health status indicating a level of risk associated with the intent unit; presenting the health status of the intent unit via an output device associated with an administrator; receiving a selection of the intent unit to obtain feedback regarding the intent unit; presenting a feedback interface that enables a voter to provide feedback regarding matching of the user input to the intent unit; receiving feedback for the voter regarding an accuracy of matching the user input to the intent unit; and evaluating the intent unit based at least in part on the feedback.

Metadata:
- Claim Count in Document: 63.0
- Percentile: 99.0
- Lexical Diversity: 1.98
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15857160', '13449927', '14980388', '14446153', '13607414']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2292921024817263
- 35 USC 102 Novelty (BERT): 0.4381407899417234
- Combined Prediction Score: 0.250176971227726
- Mean Citation Score: 109.719744
- Max Citation Score: 180.34096
- Similarity Product: 178.92992866570472

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