Providing additional information for identified named-entities for assistant systems

One or more computer-readable non-transitory storage media embodying software that is operable when executed to:

• receive, from a first client system associated with a first user, a message sent from the first user to a second user, wherein the message comprises one or more n-grams;
• analyze the received message to identify one or more named-entities corresponding to one or more of the n-grams, wherein each of the one or more named-entities is associated with a confidence score higher than a pre-determined score value representing a likelihood that the named-entity is referenced by the n-gram in the message;
• automatically tag, responsive to identifying the one or more named-entities, one or more of the n-grams of the message with references to the one or more identified named-entities;
• and
• send, to a second client system associated with the second user, instructions for presenting the message to the second user, wherein the message comprises the one or more tagged n-grams corresponding to the one or more identified named-entities, wherein each tagged n-gram is selectable to retrieve additional information associated with the corresponding identified named-entity.

A system comprising:

• one or more processors;
• and a non-transitory memory coupled to the processors comprising instructions executable by the processors, the processors operable when executing the instructions to:
• receive, from a first client system associated with a first user, a message sent from the first user to a second user, wherein the message comprises one or more n-grams;
• analyze the received message to identify one or more named-entities corresponding to one or more of the n-grams, wherein each of the one or more named-entities is associated with a confidence score higher than a pre-determined score value representing a likelihood that the named-entity is referenced by the n-gram in the message;
• automatically tag, responsive to identifying the one or more named entities, one or more of the n-grams of the message with references to the one or more identified named-entities;
• and
• send, to a second client system associated with the second user, instructions for presenting the message to the second user, wherein the message comprises the one or more tagged n-grams corresponding to the one or more identified named-entities, wherein each tagged n-gram is selectable to retrieve additional information associated with the corresponding identified named-entity.