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cs.CL2023
Research on Named Entity Recognition in Improved transformer with R-Drop structure
Weidong Ji, Yousheng Zhang, Guohui Zhou +1
To enhance the generalization ability of the model and improve the effectiveness of the transformer for named entity recognition tasks, the XLNet-Transformer-R model is proposed in…
cs.CL2022★ 6 cited
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification
Tianyi Lei, Honghui Hu, Qiaoyang Luo +2
Few-shot text classification aims to classify the text under the few-shot scenario. Most of the previous methods adopt optimization-based meta learning to obtain task distribution.…