Abstract: A method, apparatus, non-transitory computer readable medium, and system for document retrieval include obtaining a query and a document. A prompt generator generates a prompt for a reasoning model based on the query and the document. The reasoning model generates a reasoning result based on the prompt. In some cases, the reasoning result indicates that the document answers the query. A machine learning model provides the document in response to the query based on the reasoning result.

Abstract: Methods and systems are provided for using generative artificial intelligence to evaluate fine-tuned language models. In embodiments described herein, natural language text snippets are generated via a generative language model based on corresponding data. A language model is fine-tuned into a fine-tuned language model via a language model fine-tuning component using the natural language text snippets and the corresponding data as training data. Independent natural language text snippets are generated via the generative language model based on the corresponding data. Each independent natural language text snippet is different than each corresponding natural language text snippet. An evaluation metric of the fine-tuned language model is generated via an evaluation component based on the independent natural language text snippets and the corresponding data.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: A scalable data feed system is disclosed. The data feed system may be offered as a cloud service that can serve many enterprises or tenants that require data to be pulled from information sources such as FTP, POP3, databases, line of business systems, a topic subscription, or an RSS feed, and pushed the data to information sinks, such as SMTP, email, FTP, mobile phones, and other devices and services. A pull agent pumps data from pull sources and pushes the data out to push agent counterparts. The push agent transforms and sends the data in messages to push sink, such as FTP, SMTP, or a mobile device. Both the pull agent and the push agent services are implemented as replicated services over a structured overlay network for high availability that can serve multiple requests to pump out data from multiple pull sources and push the data to multiple information sinks.

Abstract: In one embodiment, a method includes accessing data about past performance of an online advertising campaign with respect to one or more online-advertising metrics; generating a first visualization of the past performance of the online advertising campaign as a function of an independent variable and a second visualization of past bid adjustments for online advertisements in the online advertising campaign corresponding to the past performance of the online advertising campaign as a function of the independent variable; receiving user input from a user specifying future bid adjustments for online advertisements in the online advertising campaign relative to the past bid adjustments as a function of the independent variable; and applying the user input to future bid adjustments for online advertisements in the online advertising campaign relative to the past bid adjustments as a function of the independent variable.

Abstract: Systems and methods for providing campaign driven offer distribution include receiving, from a service provider device associated with a service provider, first campaign information for a first campaign. A first offer that has been configured to be irredeemable by the first customer and that includes a first offer condition associated with the first campaign information that must be satisfied to reconfigure the first offer to be redeemable by the first customer is provided for display on a first customer device. A notification indicating the first offer condition has been satisfied is received. In response to receiving the notification indicating the first offer condition has been satisfied, the first offer is reconfigured to be redeemable by the first customer. A notification indicating a status change with the first offer that causes the first offer to be displayed on the first customer device is communicated to the first customer device.

Abstract: A scalable data feed system is disclosed. The data feed system may be offered as a cloud service that can serve many enterprises or tenants that require data to be pulled from information sources such as FTP, POP3, databases, line of business systems, a topic subscription, or an RSS feed, and pushed the data to information sinks, such as SMTP, email, FTP, mobile phones, and other devices and services. A pull agent pumps data from pull sources and pushes the data out to push agent counterparts. The push agent transforms and sends the data in messages to push sink, such as FTP, SMTP, or a mobile device. Both the pull agent and the push agent services are implemented as replicated services over a structured overlay network for high availability that can serve multiple requests to pump out data from multiple pull sources and push the data to multiple information sinks.

Abstract: In one embodiment, a method includes accessing structured data associated with an online-advertising campaign, wherein the structured data includes header data options and parameter data options; sending to a client device for display an advertising-campaign template that includes text input fields corresponding to the structured data; receiving input from a user of a selection of at least one of the header data options, and for each of the selected header data options, a selection of at least one of the parameter data options; and automatically generating a script that includes the selection of the header data options and the parameter data options, and wherein the script provides instructions to display a particular advertisement on a search-results interface on a webpage.

Abstract: A scalable data feed system is disclosed. The data feed system may be offered as a cloud service that can serve many enterprises or tenants that require data to be pulled from information sources such as FTP, POP3, databases, line of business systems, a topic subscription, or an RSS feed, and pushed the data to information sinks, such as SMTP, email, FTP, mobile phones, and other devices and services. A pull agent pumps data from pull sources and pushes the data out to push agent counterparts. The push agent transforms and sends the data in messages to push sink, such as FTP, SMTP, or a mobile device. Both the pull agent and the push agent services are implemented as replicated services over a structured overlay network for high availability that can serve multiple requests to pump out data from multiple pull sources and push the data to multiple information sinks.

Abstract: A scalable data feed system is disclosed. The data feed system may be offered as a cloud service that can serve many enterprises or tenants that require data to be pulled from information sources such as FTP, POP3, databases, line of business systems, a topic subscription, or an RSS feed, and pushed the data to information sinks, such as SMTP, email, FTP, mobile phones, and other devices and services. A pull agent pumps data from pull sources and pushes the data out to push agent counterparts. The push agent transforms and sends the data in messages to push sink, such as FTP, SMTP, or a mobile device.