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20222025
most citedNetworked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction

5 citations · 6 across the 7 of their papers we have counts for

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2 papers · 1 filter

cs.CL2022

Question-Answer Sentence Graph for Joint Modeling Answer Selection

Roshni G. Iyer, Thuy Vu, Alessandro Moschitti +1

This research studies graph-based approaches for Answer Sentence Selection (AS2), an essential component for retrieval-based Question Answering (QA) systems. During offline learnin…

cs.LG2022

Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics

Chunheng Jiang, Tejaswini Pedapati, Pin-Yu Chen +2

Efficient model selection for identifying a suitable pre-trained neural network to a downstream task is a fundamental yet challenging task in deep learning. Current practice requir…