Abstract: Systems and methods are described herein for generating adaptive feedback in response to a user request. Input indicative of a user request may be received and utilized to identify an item in an electronic catalog. A title for the item may be retrieved and provided, as input, to a machine-learning model. The machine-learning model may be trained to identify one or more segments of an input title. A shortened title may be generated from these identified segments and provided as output at the user device (e.g., via audible output provided at a speaker of the user device). In some embodiments, the length and content of the shortened title may vary based at least in part on the contextual intent of the user's request.

Abstract: Examples disclosed herein involve refreshing webpages of a browser based on estimated memory consumption of the browser. A memory consumption of a webpage may be estimated by and a memory consumption threshold may be determined based on characteristics of a computing device executing or implementing the browser. Webpages of the browser are refreshed when the estimated memory consumption satisfies the memory consumption threshold.

Abstract: A combination of a structured database and an unstructured database may be used to access input by a plurality of end users to data fields in interaction with an information system, where storage of the input is separated between the combination of the structured database and the unstructured database, to analyze multiple choice and numerical input in the structured database, to analyze textual input in the unstructured database, and determine a first set of textual inputs that each includes a related textual topic in the textual input.

Abstract: Examples disclosed herein involve refreshing webpages of a browser based on estimated memory consumption of the browser. A memory consumption of a webpage may be estimated by and a memory consumption threshold may be determined based on characteristics of a computing device executing or implementing the browser. Webpages of the browser are refreshed when the estimated memory consumption satisfies the memory consumption threshold.

Abstract: Suggestions for filling a digital form may be provided. Input text may be received. The input text may be caused to be output into a first fillable field of the digital form. Suggestions may be determined for filling a second fillable field of the digital form based on the input text and a search of a plurality of data sources. The determined suggestions may be caused to be output into the second fillable field of the digital form.