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Ansgar Scherp

Lifelong Graph Summarization with Neural Networks: 2012, 2022, and a Time Warp

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Jul 25, 2024
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HyperAggregation: Aggregating over Graph Edges with Hypernetworks

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Jul 16, 2024
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POWN: Prototypical Open-World Node Classification

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Jun 14, 2024
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Text Role Classification in Scientific Charts Using Multimodal Transformers

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Feb 08, 2024
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GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding

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Nov 16, 2023
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Open-World Lifelong Graph Learning

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Oct 19, 2023
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Fine-Tuning Language Models for Scientific Writing Support

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Jun 21, 2023
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The Split Matters: Flat Minima Methods for Improving the Performance of GNNs

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Jun 15, 2023
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A Study on Extracting Named Entities from Fine-tuned vs. Differentially Private Fine-tuned BERT Models

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Dec 07, 2022
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Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets

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Dec 06, 2022
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