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GMLM: Bridging Graph Neural Networks and Language Models for Heterophilic Node Classification
Aarush Sinha
Integrating Pre-trained Language Models (PLMs) with Graph Neural Networks (GNNs) remains a central challenge in text-rich heterophilic graph learning. We propose a novel integratio…
cs.CL2025
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature
Aarush Sinha, Viraj Virk, Dipshikha Chakraborty +1
Language Models [LMs] are now playing an increasingly large role in information generation and synthesis; the representation of scientific knowledge in these systems needs to be hi…