Abstract: A method for providing automated suggestions in a document stored on a cloud computing service includes providing collaborators with access to the document, who may each insert suggested edits into the document. The cloud computing service provides a plurality of suggestion robots for the collaborators to activate within the document, where each suggestion robot has an associated editing objective. The cloud computing service receives a request from a first collaborator to activate a first suggestion robot and activates the robot to present to the first collaborator a plurality of suggested edits of the document according to the editing objective of the robot, where the plurality of suggested edits by the first suggestion robot are displayed with any suggested edits by the one or more collaborators, and the first collaborator may accept or reject each of the plurality of suggested edits of the robot and the collaborators.

Abstract: A computer-implemented collaborative editing method includes receiving input from a user of a browser-based document editing application on a document displayed by the application; identifying a current location in the document for a cursor of a first user executing the application; receiving from a central server system data that reflects changes made to the document by one or more users other than the first user and current positions in the document of cursors for the one or more other user; updating a document model stored on a computing device that is executing the browser-based application and rendering at least a portion of the model to the browser; and rendering the current positions of the cursors for the one or more other users to the browser.

Abstract: A document editor may manage suggested edits in a collaborative document. The document editor may instantiate a document model associated with the collaborative document. When a first editing suggestion is received for the collaborative document, a first suggestion command is associated with the first editing suggestion based on a type of the first editing suggestion and a type of the document model. The document editor may apply the first suggestion command on the document model to present the first editing suggestion within the collaborative document. When an acceptance indication for the first editing suggestion is received, the document model can be updated with the first suggestion command in response to the received acceptance indication.

Abstract: A method for segmenting text for layout on a web browser includes receiving a block of text at a client computer and defining a plurality of regular expressions, where a first regular expression in the plurality of regular expressions is used to search for a word or a word boundary. The client computer segments the block of text into a plurality of text segments, where the segmenting includes searching the block of text starting at a defined location for a first text segment that matches any of the plurality of regular expressions, adding the first text segment to the plurality of text segments, and updating the defined location to be located at the end of the first text segment within the block of text. The client computer then constructs a layout of the block of text using the plurality of text segments.