UnlabeledEntityProblem

otherentity ID: unlabeledentityproblem

Related Papers

SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractUnlabeled Entity Problem (UEP) in Named Entity Recognition (NER) datasets seriously hinders the improvement of NER performance. This paper proposes SCL-RAI to cope with this problem. Firstly, we decrease the …...

5019

Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractAs the categories of named entities rapidly increase, the deployed NER models are required to keep updating toward recognizing more entity types, creating a demand for class-incremental learning for NER. …...

38534