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Modeling Selective Feature Attention for Representation-based Siamese Text Matching
Representation-based Siamese networks have risen to popularity in lightweight text matching due to their low deployment and inference costs.
Explanation based Bias Decoupling Regularization for Natural Language Inference
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 features.
Improving Text Semantic Similarity Modeling through a 3D Siamese Network
Siamese networks have gained popularity as a method for modeling text semantic similarity.
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