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Jaehyo Yoo

2 accepted papers

2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

ACL 2023long

Most weakly supervised named entity recognition (NER) models rely on domain-specific dictionaries provided by experts. This approach is infeasible in many domains where dictionaries do not exist. While a phrase retrieval model was used to construct pseudo-dictionaries with entities retrieved from Wi…

2022

Simple Questions Generate Named Entity Recognition Datasets

EMNLP 2022main

Recent named entity recognition (NER) models often rely on human-annotated datasets requiring the vast engagement of professional knowledge on the target domain and entities. This work introduces an ask-to-generate approach, which automatically generates NER datasets by asking simple natural languag…