Message objection identification and handling

An apparatus for data processing, comprising:

• a processor,
• memory coupled with the processor;
• and
• instructions stored in the memory and executable by the processor to cause the apparatus to:
• detect, using a data stream connection, that a new message is transmitted to a first user associated with a first user identifier and by a second user associated with a second user identifier;
• determine that the new message is an objection candidate based at least in part on applying one or more pre-processing rules to the new message;
• access a parent message of the new message based at least in part on determining that the new message is the objection candidate;
• process the new message and the parent message using a machine learning model that is configured to classify objection messages;
• identify that the new message is classified as an objection message based at least in part on processing the new message and the parent message using the machine learning model;
• and
• store an objection classification identifier in association with the new message based at least in part on the identifying.

A non-transitory computer-readable medium storing code for data processing, the code comprising instructions executable by a processor to:

• detect, using a data stream connection, that a new message is transmitted to a first user associated with a first user identifier and by a second user associated with a second user identifier;
• determine that the new message is an objection candidate based at least in part on applying one or more pre-processing rules to the new message;
• access a parent message of the new message based at least in part on determining that the new message is the objection candidate;
• process the new message and the parent message using a machine learning model that is configured to classify objection messages;
• identify that the new message is classified as an objection message based at least in part on processing the new message and the parent message using the machine learning model;
• and
• store an objection classification identifier in association with the new message based at least in part on the identifying.