Systems and methods for message-based interaction

A system comprising:

• at least one processor;
• and
• a memory storing instructions that, when executed by the at least one processor, cause the system to perform:
• determining at least one message sent from a first user of a system to at least one second user of the system;
• providing the at least one message to the at least one second user in a message thread associated with the first user and the at least one second user;
• determining the at least one message was composed in a language that is different from a primary language associated with the at least one second user;
• providing a translated version of the at least one message in the message thread, wherein access to the translated version of the at least one message is available to users associated with the primary language;
• determining feedback on the translated version of the at least one message provided by the at least one second user;
• and
• training one or more language models based at least in part on the feedback on the translated version of the at least one message.

A non-transitory computer-readable storage medium including instructions that, when executed by at least one processor of a computing system, cause the computing system to perform a method comprising:

• determining at least one message sent from a first user of a system to at least one second user of the system;
• providing the at least one message to the at least one second user in a message thread associated with the first user and the at least one second user;
• determining the at least one message was composed in a language that is different from a primary language associated with the at least one second user;
• determining that the at least one second user previously selected an option to automatically translate messages received from the first user to the primary language associated with the at least one second user;
• and
• providing a translated version of the at least one message in the message thread, wherein access to the translated version of the at least one message is restricted available to users associated with the primary language;
• determining feedback on the translated version of the at least one message provided by the at least one second user;
• and
• training one or more language models based at least in part on the feedback on the translated version of the at least one message.