Disclosed are systems and methods for XBRL tag suggestion and validation. In some embodiments, the method includes the steps of: receiving an XBRL document associated with one or more assigned XBRL tags; analyzing the XBRL document using a trained machine learning model to generate one or more suggested XBRL tags and determine one or more corresponding confidence values; comparing the one or more assigned XBRL tags with the one or more suggested XBRL tags to generate comparison results; and determining a tag confidence value associated with each assigned XBRL tag of the one or more assigned XBRL tags based on the comparison results.

Disclosed are systems and methods for XBRL tag suggestion and validation. In some embodiments, the method includes the steps of: receiving an XBRL document associated with one or more assigned XBRL tags; analyzing the XBRL document using a trained machine learning model to generate one or more suggested XBRL tags and determine one or more corresponding confidence values; comparing the one or more assigned XBRL tags with the one or more suggested XBRL tags to generate comparison results; and determining a tag confidence value associated with each assigned XBRL tag of the one or more assigned XBRL tags based on the comparison results.

Certain aspects of the present disclosure provide techniques for encoding rules defining a completeness of input, including receiving a first input comprising one or more tuples, wherein a tuple of the one or more tuples comprises one or more fields associated with an operation, one or more indicators, and one or more modifiers; receiving a second input associated with the one or more tuples; providing, to a knowledge engine, the first input and the second input; receiving, from the knowledge engine, a result based on the first input and the second input; determining, based on the result, a first symbol associated with a first tuple of the one or more tuples; and displaying the first symbol, wherein the first symbol indicates whether the first tuple is complete.

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for information extraction using natural language processing. One of the methods includes determining, for one or more tokens from a plurality of tokens that represent an unstructured sentence, a token type from a plurality of predetermined token types that indicates an element type for a phrase that corresponds to the token and has one or more properties using dependency data and a part-of-speech label for the token; assigning, for a token whose associated dependency data indicates that the token has a child, data for the child token to one of the one or more properties for the token type of the token; and providing, for use by a downstream semantic system and for the token, a textual representation of the phrase for the token and the phrases for one or more of the child tokens.

A consumer interaction agent management platform can be provided to facilitate the management of consumer interaction agents. The consumer interaction agent management platform can enable an analyst to obtain a performance summary of a consumer interaction agent representing how accurately the consumer interaction agent predicts the intent of consumer interactions it receives. The consumer interaction agent management platform may also provide various mechanisms for automatically creating training data for a particular intent. The consumer interaction agent management platform may further provide a mechanism for visualizing the extent to which a word impacts the intent predicted for a phrase that includes the word.

A consumer interaction agent management platform can be provided to facilitate the management of consumer interaction agents. The consumer interaction agent management platform can enable an analyst to obtain a performance summary of a consumer interaction agent representing how accurately the consumer interaction agent predicts the intent of consumer interactions it receives. The consumer interaction agent management platform may also provide various mechanisms for automatically creating training data for a particular intent. The consumer interaction agent management platform may further provide a mechanism for visualizing the extent to which a word impacts the intent predicted for a phrase that includes the word.

A system, method, and computer-readable medium for providing updated and new document links to documents of a website is described. An indication is received that a user device has bookmarked a document link on the website. Determination is performed when the user device visits/revisits the website with the document link. An assessment is performed as to the validity of the document link. If the document link is not valid, the user device is informed that an updated or new document link is available, and the updated or new document link is provided.

A system, method, and computer-readable medium for providing updated and new document links to documents of a website is described. An indication is received that a user device has bookmarked a document link on the website. Determination is performed when the user device visits/revisits the website with the document link. An assessment is performed as to the validity of the document link. If the document link is not valid, the user device is informed that an updated or new document link is available, and the updated or new document link is provided.

The embodiments of the present application provide an information processing method and apparatus, wherein the method is applied to a first client side, including: receiving therapy data from a therapy device, wherein the therapy data carries therapeutic effect data, a device identification corresponding to the therapy device, and a therapy parameter; sending the therapy data; and receiving parameter update information corresponding to the therapy data, wherein the parameter update information carries a latest therapy parameter acquired by updating the therapy parameter according to the therapeutic effect data, and the device identification corresponding to the therapy device. The embodiments of the present application can collect the therapy data of a user in time and conveniently, and improves the collecting efficiency of the therapy data.

The embodiments of the present application provide an information processing method and apparatus, wherein the method is applied to a first client side, including: receiving therapy data from a therapy device, wherein the therapy data carries therapeutic effect data, a device identification corresponding to the therapy device, and a therapy parameter; sending the therapy data; and receiving parameter update information corresponding to the therapy data, wherein the parameter update information carries a latest therapy parameter acquired by updating the therapy parameter according to the therapeutic effect data, and the device identification corresponding to the therapy device. The embodiments of the present application can collect the therapy data of a user in time and conveniently, and improves the collecting efficiency of the therapy data.