no code implementations • ACL 2022 • Ningning Wang, Guobing Gan, Peng Zhang, Shuai Zhang, Junqiu Wei, Qun Liu, Xin Jiang
Other sparse methods use clustering patterns to select words, but the clustering process is separate from the training process of the target task, which causes a decrease in effectiveness.
1 code implementation • Conference 2023 • Wantong Zhang, Guobing Gan, Hui Gao, Peng Zhang, Wenjie Hui & Zipeng Fan
We take the word density matrix in one sentence as a set of measurement operators to measure another sentence, which is consistent with the definition of measurement operators in quantum theory and has a specific semantic interpretation.
2 code implementations • 27 Oct 2022 • Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
In the era of deep learning, word embeddings are essential when dealing with text tasks.