Function-words Enhanced Attention Networks for Few-Shot Inverse Relation Classification

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Fewrel: A large-scale supervised few-shot relation classification dataset with state-of-the-art evaluation

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Fewrel 2.0: Towards more challenging few-shot relation classification

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Hierarchical attention prototypical networks for few-shot text classification

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Few-shot relation extraction via bayesian meta-learning on relation graphs

Target-guided structured attention network for target-dependent sentiment analysis

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Ji Zhang, Chengyao Chen, Pengfei Liu, Chao He, and Cane Wing-Ki Leung · 2020

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Knowledge-driven data construction for zero-shot evaluation in commonsense question answering

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Enhanced prototypical network for few-shot relation extraction

Wen Wen, Yongbin Liu, Chunping Ouyang, Qiang Lin, and Tong Lee Chung · 2021

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Universal-prototype enhancing for few-shot object detection

Aming Wu, Yahong Han, Linchao Zhu, and Yi Yang · 2021

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SEGA: semantic guided attention on visual prototype for few-shot learning

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Fengyuan Yang, Ruiping Wang, and Xilin Chen · 2021

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