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Few-Shot Relation Classification

2 papers with code · Methodology

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FewRel 2.0: Towards More Challenging Few-Shot Relation Classification

IJCNLP 2019 thunlp/fewrel

We present FewRel 2. 0, a more challenging task to investigate two aspects of few-shot relation classification models: (1) Can they adapt to a new domain with only a handful of instances?

DOMAIN ADAPTATION FEW-SHOT RELATION CLASSIFICATION

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

EMNLP 2018 ProKil/FewRel

The relation of each sentence is first recognized by distant supervision methods, and then filtered by crowdworkers.

FEW-SHOT RELATION CLASSIFICATION