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20212026
most citedMaking Pre-trained Language Models Better Continual Few-Shot Relation Extractors

3 citations · 3 across the 12 of their papers we have counts for

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cs.CL2021

Exploring Task Difficulty for Few-Shot Relation Extraction

Jiale Han, Bo Cheng, Wei Lu

Few-shot relation extraction (FSRE) focuses on recognizing novel relations by learning with merely a handful of annotated instances. Meta-learning has been widely adopted for such…

cs.CL2021

Integrating Subgraph-aware Relation and DirectionReasoning for Question Answering

Xu Wang, Shuai Zhao, Bo Cheng +5

Question Answering (QA) models over Knowledge Bases (KBs) are capable of providing more precise answers by utilizing relation information among entities. Although effective, most o…