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cs.CL2023★ 2 cited
CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering
Mingjun Zhao, Mengzhen Wang, Yinglong Ma +2
Text clustering, as one of the most fundamental challenges in unsupervised learning, aims at grouping semantically similar text segments without relying on human annotations. With…
cs.CL2022★ 1 cited
HFT-ONLSTM: Hierarchical and Fine-Tuning Multi-label Text Classification
Pengfei Gao, Jingpeng Zhao, Yinglong Ma +2
Many important classification problems in the real-world consist of a large number of closely related categories in a hierarchical structure or taxonomy. Hierarchical multi-label t…