Abstract: A computer implemented method and associated computer system for dialogue parsing. The method includes receiving dialogue transcript data, pre-processing dialogue transcript data to generate pre-processed dialogue transcript data, providing pre-processed dialogue transcript data as an input to a trained deep growing neural gas neural network; and receiving parsed dialogue transcript data as an output from the trained deep growing neural gas neural network.

Abstract: Apparatus and methods for gathering information from layered bots. The apparatus may be configured to run an instance of a user-facing bot. The platform may be configured to send to a selected support bot a back-end query. The platform may be configured to receive from the selected support bot an “OPEN” conversation status for the conversation. The platform may be configured to receive, after receiving the “OPEN” conversation status: a response to the back-end query; and a status update for the conversation status. The status update may be “WAITING”. The platform may be configured to repeat (a) through (c) below until the status update is “CLOSED”: (a) acquire from the user a responsive supplemental fact; (b) transmit to the contact bot the responsive supplemental fact; (c) receive from the contact bot: a response to the supplemental fact; and a status update for the conversation status.