SYSTEMS AND METHODS TO IDENTIFY AND PRESENT FILTERS

Systems and methods to identify and present filters are described. The system receives a query from a client machine, the query including at least one keyword. The system further identifies a filter context based on the query, the filter context including a first set of filters including attribute-value pairs, the attribute-value pairs including a first attribute-value pair including a first filter and a second attribute-value pair including a second filter. The system further identifies a second set of filters responsive to receiving the query, the identifying the second set of filters is based on the filter context and probabilities describing occurrences of attribute-value pairs in listings that respectively describe items that were previously transacted on a network-based marketplace. The system further generates a user interface including search results that are identified based on the filter context and communicates the user interface to the client machine.