Methods and systems for publishing text files containing mathematical expressions to a web-ready file are disclosed. The web-ready file may be used for generating a web application, creating an offline file, etc. Template documents are received as text files having a template structure comprising a plurality of identifier fields and content fields, each content field associated with a respective identifier field, and data in at least one content field comprises a mathematical expression. The mathematical expression is converted to a first web language format within the template document. The template document is exported to a second web language format. The web-ready file is generated from the exported file by assembling contents of the exported file in accordance with the plurality of content fields and associated respective identifier fields defined in the template document.

Embodiments described herein provide a mechanism that encodes a text document into a geometric graph, where the nodes of the graph represent bits of text from the document and the edges of the graph represent relationships among the bits of text as laid out on a page of the document. Each node of the graph is encoded into a vector representation that contains information of the node and the local sub-graph (including the node and all edges branching out from the node). In this way, the vector representations of the document contain information of the inner-relationship between words, sentences and paragraphs of the document, instead of just mapping the text in the document as a string of input tokens to a vector representation.

Methods and systems for publishing text files containing mathematical expressions to a web-ready file are disclosed. The web-ready file may be used for generating a web application, creating an offline file, etc. Template documents are received as text files having a template structure comprising a plurality of identifier fields and content fields, each content field associated with a respective identifier field, and data in at least one content field comprises a mathematical expression. The mathematical expression is converted to a first web language format within the template document. The template document is exported to a second web language format. The web-ready file is generated from the exported file by assembling contents of the exported file in accordance with the plurality of content fields and associated respective identifier fields defined in the template document.

This disclosure provides systems, methods and apparatuses for converting natural language text in financial documents to mathematical operations for a financial management program. In some implementations, a computing device may obtain a first segment of computer readable text associated with a text capture in a financial document, parse only a portion of the first segment to generate a parsed segment, and determine translation information associated with the parsed segment to translate the parsed segment. The computing device may also store the parsed segment and the translation information in a data structure in memory, translate the parsed segment in the data structure based on the translation information, and output one or more computer readable mathematical operations corresponding to the translated segment. In this manner, the computing device may output the one or more computer readable mathematical operations without parsing all of the segment.

Glyph accessibility techniques are described as implemented by a digital content processing system involving accessing glyphs and glyph alternatives. These techniques include preprocessing techniques in which a base font is used to determine similarity of glyphs within the base font to each other. Glyph metadata that describes this similarity is cached in a storage device and used during runtime to increase efficiency in locating similar glyphs in other fonts.

Methods, systems, and computer programs are presented for formatting raw text. One method includes an operation for accessing raw text comprising words corresponding to one or more sentences. The raw text is lowercase text without any punctuation. Further, the method includes operations for creating a plurality of sub-words corresponding to the raw text, and for generating, by a machine-learning (ML) model, an output for each sub-word based on the created sub-words. The output for each sub-word indicates a formatting operation for the corresponding sub-word. The method further includes an operation for generating, based on the formatting operations in the outputs for the sub-words, formatted text corresponding to the raw text. The formatted text is text with correct grammar, proper punctuation, and proper capitalization according to a meaning of words spoken by a speaker associated with the raw text.

Various techniques described herein relate to analyzing and redacting information from customer interaction records such as call transcripts, to support transmission of the interaction records from a secured environment to various external analytics systems. Transcript texts may be received and processed by a redaction system, during which the transcript texts may be analyzed to generate conversations and convert numerical texts into numbers. One or more regular expressions defining search and replace patterns may be selected and used to redact confidential or sensitive information from the transcripts. In various implementations, the regular expressions used to redact transcripts may be determined or generated based on transcript categorization, the security characteristics of the transmission networks and/or external systems to which the redacted transcripts are to be transmitted, and/or other attributes of the transcript or the associated systems.

Systems and methods for real-time interactive graphical computing are disclosed. Methods include a system receiving a first user input, determining an executable instruction associated with the first user input, executing the instruction; and displaying, concurrent with the execution of the instruction, an associated executed instruction graphical representation for the executable instruction on the display, wherein the executed instruction graphical representation is a visual expression of the execution of the instruction. Systems and methods are also described for recording and creating programming instructions, as well as displaying graphical operations.

A non-transitory computer-readable recording medium records an input program for causing a computer to execute selecting contents displayed on a display screen of a display, and inputting the selected contents to an input area on the display screen upon receiving an execution instruction while the selected contents are selected.

The present invention automatically replaces in an assessment response a string of mathematical symbols determined to be ambiguous with an unambiguous string of mathematical symbols. An editing tool may receive an assessment response from a client over a communication network. The assessment response may comprise i) a text with a mathematical meaning and ii) a string of mathematical symbols. The text and the string of mathematical symbols represent different non-overlapping characters in the assessment response. The editing tool may match the string of mathematical symbols with a known ambiguous string of mathematical symbols and determine the mathematical meaning in the text of the assessment response. The editing tool may replace the string of mathematical symbols determined to be ambiguous with an unambiguous string of mathematical symbols to generate an updated assessment response. The editing tool may transmit the updated assessment response to the client for display.