2 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
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…