8 citations · 8 across the 11 of their papers we have counts for
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
Tiezhu Sun, Weiguo Pian, Nadia Daoudi +3
Transfomer-based models have significantly advanced natural language processing, in particular the performance in text classification tasks. Nevertheless, these models face challen…
cs.CL2022
Moto: Enhancing Embedding with Multiple Joint Factors for Chinese Text Classification
Xunzhu Tang, Rujie Zhu, Tiezhu Sun +1
Recently, language representation techniques have achieved great performances in text classification. However, most existing representation models are specifically designed for Eng…
cs.CL2022
CKG: Dynamic Representation Based on Context and Knowledge Graph
Xunzhu Tang, Tiezhu Sun, Rujie Zhu +1
Recently, neural language representation models pre-trained on large corpus can capture rich co-occurrence information and be fine-tuned in downstream tasks to improve the performa…