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06/24/2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
Instead of relying on human-annotated training samples to build a classi...
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05/24/2023
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
The mission of open knowledge graph (KG) completion is to draw new findi...
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05/20/2023
Patton: Language Model Pretraining on Text-Rich Networks
A real-world text corpus sometimes comprises not only text documents but...
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02/21/2023
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks
Edges in many real-world social/information networks are associated with...
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02/07/2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
Due to the exponential growth of scientific publications on the Web, the...
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05/20/2022
Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks
We study node representation learning on heterogeneous text-rich network...
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04/22/2021