Research

Key Concepts

A dialog graph is a structured, graph-based representation of conversational data, where nodes represent key elements such as utterances, intents, or states, and edges define the transitions between these elements.

digraph graphexample { "['Hello! How can I assist you today?']" -> "['Great! What product are you interested in?']" [ label="['I want to place an order.']" ]; }

Simple example of dialog graph

Data collections

To test the proposed graph creation methods, several task-oriented dialog datasets were examined and one dataset was collected. This page includes all necessary information about available data.