Abstract: Certain aspects of the disclosure provide a method performing entity recognition to classify user inputs for resolving user intent. In aspects, the method includes receiving user input comprising a text string associated, the user input associated with a web-based application; generating a transformed text string by applying a set of rule-based alterations to the user input; parsing the transformed text string to identify a set of tokens; identifying one or more prioritized tokens from the set of tokens; sequentially executing a set of ordered binary classification tests for each of the one or more prioritized tokens until a true indication associated with a sequential binary classification test of the set of ordered binary classification tests is received; and sending a classification for the user input to a domain service associated with a content service of the web-based application.

Abstract: This present application relates to an enhanced document having a collection of fields including human readable information as well as machine retrievable information to create a collection of information relating to an applicant. The document includes both established segments relating to a first set of determined categories and a second group of data sets that are affiliated with the first set to provide an enhanced group of criteria for the applicant. The supplemental information is retrievable by use of one or more actuatable buttons that connect the user to a website to obtain the requested information.

Abstract: Certain aspects of the present disclosure provide techniques for providing job skill recommendations for an electronic document. Certain aspects include obtaining work history statements, a current job title, and an experience level, querying curated skills datasets to return a first skill set, generating, with an artificial intelligence model, work history embeddings based on the work history statements, generating, with the artificial intelligence model, skill embeddings based on the curated skills datasets, determining a similarity score between the work history embeddings and the skill embeddings, selecting, for a second skill set, second job skills, identifying common skills between the first skill set and the second skill set, merging the first skill set and the second skill set to form a merged skill set, sorting the merged skill set into an ordered list and populating sections of the electronic document by selecting at least one skill from the ordered list.

Abstract: The disclosed enhanced document creation and parsing systems deal with enhanced documents that allow for the presentation of document content in a preferred visual manner, while ensuring that the document content can be captured accurately by an automated parser with nothing being discarded or misrepresented. The enhanced document creation system may create an enhanced document by encoding document content in accordance with a defined schema, optionally encrypting the resulting structured data into an encrypted byte string, and embedding the encrypted byte string as non-visible metadata in a rendered document. The resulting enhanced document can be completely and accurately parsed by an enhanced document parsing system that is capable of extracting, decrypting and decoding the embedded document metadata.

Abstract: This present application relates to an enhanced document having a collection of fields including human readable information as well as machine retrievable information to create a collection of information relating to an applicant. The document includes both established segments relating to a first set of determined categories and a second group of data sets that are affiliated with the first set to provide an enhanced group of criteria for the applicant. The supplemental information is retrievable by use of one or more actuatable buttons that connect the user to a website to obtain the requested information.

Abstract: Certain aspects of the present disclosure provide techniques for creating an online document. A method includes prompting, a user for a base document; determining that the base document is an existing document comprising structured data; prompting the user to select a template; encoding one or more sections of the template selected by the user with content extracted from the structured data to generate an initial online document; identifying interactive elements from the structured data; creating a section within the initial online document corresponding to the interactive elements; generating for display, the initial online document in an online document editing environment, the online document editing environment configured to enable the user to selectively edit one or more sections of the initial online document; and publishing, the initial online document as the online document, with the online document creation system, in response to an indication from the user to publish.