According to one embodiment of the present disclo Sure, a method for natural language
processing is provided. The method includes determining a unigram of a portion of text …

Implementations generally relate to increasing engagement among users in a social
network system. In some implementations, a method includes determining at least one …

In one embodiment, a method includes receiving, at the mobile client system, a text string
inputted into a query field by a first user, accessing, from a local data store, a set of grammar …

An information feed is provided that surfaces information items that are determined to be
interesting or relevant to a user. The information feed may be updated with new information …

In an example, a deep learning network is used to calculate a similarity score between a first
query in a social network ing service and each of one or more suggestable entities in the …

ABSTRACT A method for identifying similarity between query samples and stored samples
in an efficiently maintained reference library may include receiving a first threshold and a …

In one embodiment, a method includes receiving unstructured text from a user of a social-
networking system, determining whether the unstructured text includes a request for a …

Aggregation of content based on user-generated topics is provided. Users may associate
one or more topics with content items stored across various workloads and reposi tories. A …

A method for receiving an input user query from a user in any of multiple languages and
creating an input user query vector for the input user query is provided. The input user query …

Generating and providing a content feed to a user that surfaces information items that are
determined to be interesting or relevant to the user including content that is determined to be …