A multivocal literature review finds ChatGPT's reported error rates range from single digits to over 80 percent depending on domain and task, yet its synthesized ranges are not backed by a released dataset.
Winding number and circular 4-coloring of signed graphs
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
Concerning the recent notion of circular chromatic number of signed graphs, for each given integer $k$ we introduce two signed bipartite graphs, each on $2k^2-k+1$ vertices, having shortest negative cycle of length $2k$, and the circular chromatic number 4. Each of the construction can be viewed as a bipartite analogue of the generalized Mycielski graphs on odd cycles, $M_{\ell}(C_{2k+1})$. In the course of proving our result, we also obtain a simple proof of the fact that $M_{\ell}(C_{2k+1})$ and some similar quadrangulations of the projective plane have circular chromatic number 4. These proofs have the advantage that they illuminate, in an elementary manner, the strong relation between algebraic topology and graph coloring problems.
fields
cs.SE 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
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Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle
A multivocal literature review finds ChatGPT's reported error rates range from single digits to over 80 percent depending on domain and task, yet its synthesized ranges are not backed by a released dataset.