A graph neural network that ranks split branches in a word equation solver solves substantially more satisfiable single word equations than existing string solvers on one benchmark, but the gain is not uniform.
https://github.com/ ChenchengLiang/boosting-string-equation-solving-by-GNNs
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Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)
A graph neural network that ranks split branches in a word equation solver solves substantially more satisfiable single word equations than existing string solvers on one benchmark, but the gain is not uniform.