4 citations · 16 across the 29 of their papers we have counts for
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cs.CL2022★ 3 cited
Addressing Token Uniformity in Transformers via Singular Value Transformation
Hanqi Yan, Lin Gui, Wenjie Li +1
Token uniformity is commonly observed in transformer-based models, in which different tokens share a large proportion of similar information after going through stacked multiple se…
cs.CL2022★ 1 cited
Hierarchical Interpretation of Neural Text Classification
Hanqi Yan, Lin Gui, Yulan He
Recent years have witnessed increasing interests in developing interpretable models in Natural Language Processing (NLP). Most existing models aim at identifying input features suc…