1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2024
Modeling Selective Feature Attention for Representation-based Siamese Text Matching
Jianxiang Zang, Hui Liu
Representation-based Siamese networks have risen to popularity in lightweight text matching due to their low deployment and inference costs. While word-level attention mechanisms h…
cs.CL2024★ 1 cited
Explanation based Bias Decoupling Regularization for Natural Language Inference
Jianxiang Zang, Hui Liu
The robustness of Transformer-based Natural Language Inference encoders is frequently compromised as they tend to rely more on dataset biases than on the intended task-relevant fea…
cs.CL2023
Improving Text Semantic Similarity Modeling through a 3D Siamese Network
Jianxiang Zang, Hui Liu
Siamese networks have gained popularity as a method for modeling text semantic similarity. Traditional methods rely on pooling operation to compress the semantic representations fr…