Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation

We introduce a meta dataset for few-shot relation extraction, which includes two datasets derived from existing supervised relation extraction datasets NYT29 (Takanobu et al., 2019; Nayak and Ng, 2020) and WIKIDATA (Sorokin and Gurevych, 2017) as well as a few-shot form of the TACRED dataset (Sabo e...

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Hauptverfasser:	Alam, Fahmida, Islam, Md Asiful, Vacareanu, Robert, Surdeanu, Mihai
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Information Retrieval
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