? Our paper on short text classification with token-level graphs has been accepted for ECIR 2025! ?
? In the paper, Gregor Donabauer and Udo Kruschwitz address the classification of short texts in low-resource scenarios. While recent advances in graph machine learning have shown promise in such settings, existing methods often fall short in capturing contextual and semantic information effectively. Our proposed solution constructs text graphs by only using tokens obtained from pre-trained language models (PLMs) which results in a number of positive implications.
?? For more details and the implementations, find our paper here: https://link.springer.com/chapter/10.1007/978-3-031-88714-7_42 (externer Link, ?ffnet neues Fenster)
Looking forward to sharing more insights at ECIR 2025! ??
#ECIR2025 #GraphBasedMethods #TextClassification
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#Research #ResearchPaperAccepted
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