Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts.
Maciej BestaFlorim MemediZhenyu ZhangRobert GerstenbergerNils BlachPiotr NyczykMarcin CopikGrzegorz KwasniewskiJürgen MüllerLukas GianinazziAles KubicekHubert NiewiadomskiOnur MutluTorsten HoeflerPublished in: CoRR (2024)
Keyphrases
- decision trees
- knowledge representation
- graph theory
- reasoning systems
- reasoning process
- reasoning tasks
- graph matching
- complex structures
- labeled trees
- network topologies
- fully connected
- subgraph isomorphism
- spatial reasoning
- tree structured data
- graph mining
- directed graph
- data structure
- knowledge base
- attributed graphs
- bounded degree
- machine learning
- automated reasoning
- graph theoretic
- graph representation
- graph partitioning
- production rules
- complex networks