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" Text2Graph: Combining Lightweight LLMs and GNNs for Efficient Text Classification in Label-Scarce Scenarios" <em>Companion Proceedings of the International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)</em> [Online], (28 October 2025)