Automatically detecting and storing entity information for assistant systems
In one embodiment, a method includes receiving, from a first client system associated with a first user, a message sent from the first user to a second user, analyzing the message from the first user to identify one or more intents and one or more slots of the received message, computing a confidence score for the intent to offer entity information based on user behavior history records associated with the second user, sending, to a second client system associated with the second user, if the confidence score exceeds a threshold score, instructions for presenting a suggestion to the second user to store the values for entity information in association with a profile record for the entity, and receiving, from the second client system associated with the second user, an indication from the second user confirming the values for entity information should be stored with the profile record for the entity.
1. A method comprising, by one or more computing systems:
receiving, at the one or more computing systems from a first client system associated with a first user, a message sent from the first user to a second user in a message thread between the first and second users;
analyzing, by the one or more computing systems, the message from the first user to identify one or more intents and one or more slots of the received message, wherein at least one of the identified intents is an intent to offer entity information, and wherein one or more of the slots comprise values for entity information extracted from the message, wherein the entity information is of a particular information type associated with an entity, and wherein the entity belongs to a particular entity domain;
computing, by the one or more computing systems, a confidence score for the intent to offer entity information based on user behavior history records associated with the second user;
sending, from the one or more computing systems to a second client system associated with the second user, if the confidence score exceeds a threshold score, instructions for presenting a suggestion within the message thread to the second user to store the values for entity information extracted from the message in association with a profile record for the entity, wherein privacy settings associated with the second user indicate that values of entity information can automatically be stored with the profile records for the respective entities; and
receiving, at the one or more computing systems from the second client system associated with the second user, an indication from the second user confirming the values for entity information extracted from the message should be stored with the profile record for the entity.
2. The method of claim 1 , further comprising:
sending, from the one or more computing systems to the second client system associated with the second user, instructions for presenting the message from the first user.
3. The method of claim 1 , wherein analyzing the message from the first user comprises performing a semantic parsing on the received message to extract the one or more intents and the one or more slots.
4. The method of claim 1 , wherein analyzing the message from the first user comprises processing the received message with a natural-language processing (NLP) algorithm to identify the one or more intents and the one or more slots.
5. The method of claim 1 , wherein the suggestion is generated based on the at least one of the identified intents to offer entity information and the values for entity information associated with the entity.
6. The method of claim 1 , further comprising:
determining, based on privacy settings associated with the entity, whether presenting the suggestion to store the values for entity information in association with the profile record for the entity to the second user is allowed.
7. The method of claim 1 , wherein the user behavior history records comprise information on past responses of the second user to suggestions to store values for entity information of the particular information type in association with profile records for entities of the particular entity domain.
8. The method of claim 1 , wherein the user behavior history records comprise information on an interaction rate of the second user with entity information of the particular information type associated with entities of the particular entity domain.
9. The method of claim 1 , further comprising:
updating the user behavior history records associated with the second user based on the received indication from the second user, wherein the user behavior history records comprise information on the particular information type, the particular entity domain, a suggestion type, and the received indication; and
storing the updated user behavior history records in association with a user profile of the second user.
10. The method of claim 1 , further comprising:
storing, to a data store, the values for entity information in association with the profile record for the entity.
11. The method of claim 10 , further comprising:
receiving, from the second client system associated with the second user, a search query for the profile record for the entity;
retrieving, from the data store, the profile record for the entity, wherein the profile record comprises the values for entity information; and
sending, to the second client system associated with the second user, instructions for presenting the profile record for the entity with the values for entity information.
12. The method of claim 11 , further comprising:
updating the user behavior history records associated with the second user based on the received search query, wherein the user behavior history records comprise information on the particular information type as an information type and the particular entity domain as an entity domain associated with the search query; and
storing the updated user behavior history records in association with a user profile of the second user.
13. The method of claim 1 , if the values for entity information is associated with a future event, further comprising:
sending, to the second client system associated with the second user, instructions for presenting a suggestion to the second user to set a reminder for the future event, wherein the suggestion comprises the values for entity information;
receiving, from the second client system associated with the second user, an indication from the second user confirming the reminder for the future event should be set;
setting a timer for the reminder at a determined reminder time; and
sending, to the second client system associated with the second user, instructions for presenting a reminder comprising the values for entity information to the second user.
14. The method of claim 10 , wherein storing the values for entity information in association with the profile record for the entity comprises storing the values for entity information in association with an identifier for the message thread in that the values for entity information are offered.
15. The method of claim 14 , further comprising:
receiving, from the client system associated with the second user, a signal indicating that the second user returns to the message thread after being away for more than a predetermined amount of time;
retrieving all the values for entity information stored in association with the identifier for the message thread; and
sending, to the client system associated with the second user, instructions to display the retrieved values for entity information on a screen of the client system, wherein the displayed values for entity information are to refresh memory of the second user.
16. 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 in a message thread between the first and second users;
analyze the message from the first user to identify one or more intents and one or more slots of the received message, wherein at least one of the identified intents is an intent to offer entity information, and wherein one or more of the slots comprise values for entity information extracted from the message, wherein the entity information is of a particular information type associated with an entity, and wherein the entity belongs to a particular entity domain;
compute a confidence score for the intent to offer entity information based on user behavior history records associated with the second user;
send, to a second client system associated with the second user, if the confidence score exceeds a threshold score, instructions for presenting a suggestion within the message thread to the second user to store the values for entity information extracted from the message in association with a profile record for the entity, wherein privacy settings associated with the second user indicate that values of entity information can automatically be stored with the profile records for the respective entities; and
receive, from the second client system associated with the second user, an indication from the second user confirming the values for entity information extracted from the message should be stored with the profile record for the entity.
17. The media of claim 16 , wherein the software is further operable when executed to:
send, to the second client system associated with the second user, instructions for presenting the message from the first user.
18. The media of claim 16 , wherein analyzing the message from the first user comprises performing a semantic parsing on the received message to extract the one or more intents and the one or more slots.
19. 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 in a message thread between the first and second users;
analyze the message from the first user to identify one or more intents and one or more slots of the received message, wherein at least one of the identified intents is an intent to offer entity information, and wherein one or more of the slots comprise values for entity information extracted from the message, wherein the entity information is of a particular information type associated with an entity, and wherein the entity belongs to a particular entity domain;
compute a confidence score for the intent to offer entity information based on user behavior history records associated with the second user;
send, to a second client system associated with the second user, if the confidence score exceeds a threshold score, instructions for presenting a suggestion within the message thread to the second user to store the values for entity information extracted from the message in association with a profile record for the entity, wherein privacy settings associated with the second user indicate that values of entity information can automatically be stored with the profile records for the respective entities; and
receive, from the second client system associated with the second user, an indication from the second user confirming the values for entity information extracted from the message should be stored with the profile record for the entity.