A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition
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Yuxiang Wu | Weiran Xu | Guanting Dong | Zechen Wang | Liwen Wang | Keqing He | QiXiang Gao | Daichi Guo | Xuefeng Li | Chen Zeng | Xinyue Cui | Dayuan Fu | Tingfeng Hui
[1] T. Zhao,et al. Decomposed Meta-Learning for Few-Shot Named Entity Recognition , 2022, FINDINGS.
[2] Qingyu Zhou,et al. An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling , 2021, NAACL.
[3] Sarkar Snigdha Sarathi Das,et al. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning , 2021, ACL.
[4] Haitao Zheng,et al. Few-NERD: A Few-shot Named Entity Recognition Dataset , 2021, ACL.
[5] Danqi Chen,et al. SimCSE: Simple Contrastive Learning of Sentence Embeddings , 2021, EMNLP.
[6] Yi Yang,et al. Frustratingly Simple Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning , 2020, EMNLP.
[7] Zhihan Zhou,et al. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network , 2020, ACL.
[8] Junnan Li,et al. Prototypical Contrastive Learning of Unsupervised Representations , 2020, ICLR.
[9] Lysandre Debut,et al. HuggingFace's Transformers: State-of-the-art Natural Language Processing , 2019, ArXiv.
[10] Frank Hutter,et al. Decoupled Weight Decay Regularization , 2017, ICLR.
[11] Leon Derczynski,et al. Results of the WNUT2017 Shared Task on Novel and Emerging Entity Recognition , 2017, NUT@EMNLP.
[12] Amir Zeldes,et al. The GUM corpus: creating multilayer resources in the classroom , 2016, Language Resources and Evaluation.
[13] Chandra Bhagavatula,et al. Semi-supervised sequence tagging with bidirectional language models , 2017, ACL.
[14] Richard S. Zemel,et al. Prototypical Networks for Few-shot Learning , 2017, NIPS.
[15] Guillaume Lample,et al. Neural Architectures for Named Entity Recognition , 2016, NAACL.
[16] Eric Nichols,et al. Named Entity Recognition with Bidirectional LSTM-CNNs , 2015, TACL.
[17] Hwee Tou Ng,et al. Towards Robust Linguistic Analysis using OntoNotes , 2013, CoNLL.
[18] Hang Li,et al. Named entity recognition in query , 2009, SIGIR.
[19] Diego Mollá Aliod,et al. Named Entity Recognition for Question Answering , 2006, ALTA.
[20] Erik F. Tjong Kim Sang,et al. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition , 2003, CoNLL.
[21] Satoshi Sekine,et al. A survey of named entity recognition and classification , 2007 .