The Diagram of Thought (DoT) framework builds upon these prior approaches, integrating their strengths into a unified model within a single LLM. By representing reasoning as a directed acyclic graph ...

This tutorial summarizes one specific method which defines (process) elements within tables in order to generate a simple work flow diagram using dot. An alternative way of accomplishing the task ...

The DOT file that describes this graph is about as simple: The digraph term indicates that this is a directional graph (one of a number of different kinds of graphs), with the G1 indicating the ...

Unsupervised graph-structure learning (GSL) which aims to learn an effective graph structure applied to arbitrary downstream tasks by data itself without any labels’ guidance, has recently received ...

The Random Dot Product Graph (RDPG) is a generative model for relational data, where nodes are represented via latent vectors in low-dimensional Euclidean space. RDPGs crucially postulate that edge ...