Sequence-to-sequence prediction using a neural network model
Granted: March 14, 2023
Patent Number:
11604956
A method for sequence-to-sequence prediction using a neural network model includes A method for sequence-to-sequence prediction using a neural network model, generating an encoded representation based on an input sequence using an encoder of the neural network model, predicting a fertility sequence based on the input sequence, generating an output template based on the input sequence and the fertility sequence, and predicting an output sequence based on the encoded representation and the…
Database and file structure configurations for managing text strings to be provided by a graphical user interface
Granted: March 14, 2023
Patent Number:
11604765
A computer-implemented database system as described herein includes a memory device and one or more processors coupled with the memory device. The one or more processors are configurable to create and maintain a folder structure for a user interface (UI) environment, wherein the folder structure includes: a feature folder that defines an application feature supported by the UI environment, the application feature having a UI component associated therewith, and the UI component having a…
Selectively publishing an event responsive to an operation on a database in a transaction which is rolled back or committed
Granted: March 7, 2023
Patent Number:
11599526
Implementations are described for selectively publishing an event responsive to an operation on a database in a transaction. Publishing the event is delayed or not delayed respectively, responsive to determining that a value of an attribute for the event indicates that publishing the event is to be delayed, or not to be delayed, until the transaction is rolled back or committed. If publishing the event is delayed, the event is published if the transaction is committed and discarded if…
Mechanism for a work node scan process to facilitate cluster scaling
Granted: March 7, 2023
Patent Number:
11601495
A method and system that perform cluster node work assignments for tenants in a multi-tenant system. The method includes selecting a partition of a cluster tenant tracking structure having a hierarchical namespace and virtual nodes representing each tenant by a cluster node foreman controller, searching the selected partition for a tenant that is unlocked in the cluster tenant tracking structure, and initiating work for the tenant by the cluster node.
Dynamic hardware configuration
Granted: March 7, 2023
Patent Number:
11601331
Disclosed are some implementations of systems, apparatus, methods and computer program products for dynamically configuring a hardware device. A hardware configuration descriptor can be customized, where the hardware configuration descriptor includes a set of hardware interface attributes for use in configuring hardware interfaces of a hardware device and indicates one or more web addresses corresponding to computer-readable instructions configurable to control operation of the hardware…
Multitask learning as question answering
Granted: March 7, 2023
Patent Number:
11600194
Approaches for natural language processing include a multi-layer encoder for encoding words from a context and words from a question in parallel, a multi-layer decoder for decoding the encoded context and the encoded question, a pointer generator for generating distributions over the words from the context, the words from the question, and words in a vocabulary based on an output from the decoder, and a switch. The switch generates a weighting of the distributions over the words from the…
Information exchange using a database system
Granted: March 7, 2023
Patent Number:
11599919
An information exchange environment may be maintained. The information exchange environment may be configurable to allow users of an application or service to exchange suggestion data with product development. A user interface may be displayed on a device of a first user of the application or service. A request from the first user to submit first suggestion data may be processed. The first suggestion data may be classified. The first suggestion data may be provided to a first product…
System and method for learning with noisy labels as semi-supervised learning
Granted: March 7, 2023
Patent Number:
11599792
A method provides learning with noisy labels. The method includes generating a first network of a machine learning model with a first set of parameter initial values, and generating a second network of the machine learning model with a second set of parameter initial values. First clean probabilities for samples in a training dataset are generated using the second network. A first labeled dataset and a first unlabeled dataset are generated from the training dataset based on the first…
Learning dialogue state tracking with limited labeled data
Granted: March 7, 2023
Patent Number:
11599730
Embodiments described in this disclosure illustrate the use of self-/semi supervised approaches for label-efficient DST in task-oriented dialogue systems. Conversational behavior is modeled by next response generation and turn utterance generation tasks. Prediction consistency is strengthened by augmenting data with stochastic word dropout and label guessing. Experimental results show that by exploiting self-supervision the joint goal accuracy can be boosted with limited labeled data.
Compliance with data policies in view of a possible migration
Granted: March 7, 2023
Patent Number:
11599658
According to some implementations, a data policy compliance service causes the display of a dashboard, wherein the dashboard identifies a first geographic region in which there is a datacenter hosting an organization instance of a customer of a cloud-based software provider. Responsive to user interaction, the data policy compliance service causes the display of the dashboard to reflect information regarding a possible migration of the organization instance from the first geographic…
Ticketing system for managing computing services
Granted: February 28, 2023
Patent Number:
11593220
Examples include a ticketing system for managing performance of computer services. The ticketing system includes a ticket database to store a plurality of tickets, each ticket defining a job to be performed on a computing system, and a master to create a ticket, store the ticket in the ticket database, and update the ticket. The ticketing system includes a scheduler to determine whether to create the ticket based at least in part on a set of conditions, and to request the master to…
Systems, methods, and apparatuses for implementing super community and community sidechains with consent management for distributed ledger technologies in a cloud based computing environment
Granted: February 21, 2023
Patent Number:
11588803
Systems, methods, and apparatuses for implementing super community and community sidechains with consent management for distributed ledger technologies in a cloud based computing environment are described herein. For example, according to one embodiment there is a system having at least a processor and a memory therein executing within a host organization and having therein: means for operating a blockchain interface to a blockchain on behalf of a plurality of tenants of the host…
Methods and systems for automated, intelligent application process development that recommend how to modify applications based on usage patterns of end users
Granted: February 21, 2023
Patent Number:
11586945
Methods and systems are provided for modifying an application provided by a cloud-based computing system. The application is used by end users of an organization that is part of the cloud-based computing system. A clickstream monitoring module monitors a clickstream generated by each end user as that end user interacts with the application to generate a set of clickstream data for that particular end user. Each set of clickstream data indicates a path of interaction with features of the…
Enabling dynamic data capture with database objects
Granted: February 21, 2023
Patent Number:
11586643
A method and system for capturing dynamic data from data fields of a product has been developed. The method includes first collecting a product data set with multiple data fields. Static data fields of the product data set are identified that contain pre-defined standardized data for multiple other data sets. Next, dynamic data fields of the data set are identified. A dynamic data field is created by a user and contains additional data that is unique and applicable only to the product…
Metadata driven dataset management
Granted: February 21, 2023
Patent Number:
11586628
A method for configuring the operation of the software of a data as a service (DAAS) system during run time is described. The configuring includes at least one of configuring ingestion of a vendor dataset to produce an ingested dataset and which analysis operations to perform on the vendor dataset to produce an analyzed dataset, and the configuring also includes at least one of how to search the vendor dataset based on a search query from a customer to allow the customer to locate a new…
Mechanism for synchronization of hierarchical data between a mobile device and multi tenant database
Granted: February 21, 2023
Patent Number:
11586593
Techniques and structures to synchronize hierarchical data, comprising. A conflict between data stored at a computing device and data stored at a service provider database is detected. A synchronization operation is performed to synchronize a plurality of objects within the hierarchical entity data stored at the computing device with hierarchical entity data stored at the service provider database.
Techniques and architectures for managing global installations and configurations
Granted: February 14, 2023
Patent Number:
11579940
A publish and subscribe architecture can be utilized to manage records, which can be used to accomplish the various functional goals. At least one template having definitions for managing production and consumption of data within an unconfigured group of computing resources is maintained. Records organized by topic collected from multiple disparate previously configured producers are utilized to initiate configuration of the unconfigured group of computing resources. Records within a…
Systems and methods for response selection in multi-party conversations with dynamic topic tracking
Granted: February 14, 2023
Patent Number:
11580975
Embodiments described herein provide a dynamic topic tracking mechanism that tracks how the conversation topics change from one utterance to another and use the tracking information to rank candidate responses. A pre-trained language model may be used for response selection in the multi-party conversations, which consists of two steps: (1) a topic-based pre-training to embed topic information into the language model with self-supervised learning, and (2) a multi-task learning on the…
Pointer sentinel mixture architecture
Granted: February 14, 2023
Patent Number:
11580359
The technology disclosed provides a so-called “pointer sentinel mixture architecture” for neural network sequence models that has the ability to either reproduce a token from a recent context or produce a token from a predefined vocabulary. In one implementation, a pointer sentinel-LSTM architecture achieves state of the art language modeling performance of 70.9 perplexity on the Penn Treebank dataset, while using far fewer parameters than a standard softmax LSTM.
Method and system for service agent assistance of article recommendations to a customer in an app session
Granted: February 14, 2023
Patent Number:
11580179
A method and system for recommending articles including: receiving a customer request from the customer during the session; generating case data for a case, by an article recommender app; configuring a training set based on the subject and description data of the customer request; identifying, by an artificial intelligence (AI) app, a first pool of articles from a knowledge database; identifying by at least one query, a second pool of articles from a case article database to into a…
