In one embodiment, a method includes receiving a query inputted by a user; identifying one
or more objects matching the query; generating a reconstructed embedding of the query …

In one embodiment, a method includes receiving, from a client system associated with a
user, a search query com prising a number of query terms, generating a query match matrix …

In one embodiment, a method includes receiving a query including multiple n-grams;
parsing the query to identify a subset of n-grams; generating, for each identified n-gram, an …

Methods and systems for develo** a behavioral index model are described. According to
various embodiments, the system accesses a set of behavioral data stored in association …

(57) ABSTRACT A method is disclosed which includes: receiving, from a third-party content
provider, a link to a structured document on an external server, where the link is associated …

5 service, interactions with advertisements that a user may perform, or other Suitable items
or objects. A user may interact with anything that is capable of being represented in Social …

In one embodiment, a method includes identifying a shared visual concept in visual-media
items based on shared visual features in images of the visual-media items; extracting, for …

In one embodiment, a method includes receiving a query and determining a query vector.
The method includes accessing multiple object vectors representing multiple objects …

In one embodiment, a method includes receiving a plurality of search queries comprising n-
grams; identifying a subset of the plurality of search queries as being queries for visual …

In one embodiment, a method includes identifying a trending topic on an online social
network, accessing a plurality of content objects posted to the online social network, wherein …