Search Results for author: Guobing Gan

Found 3 papers, 2 papers with code

ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer

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.

Clustering Machine Translation +4

A Measurement-Based Quantum-Like Language Model for Text Matching

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.

Language Modelling Sentence +1

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