2021
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing
EMNLP 2021main
Entity disambiguation (ED) is the last step of entity linking (EL), when candidate entities are reranked according to the context they appear in. All datasets for training and evaluating models for EL consist of convenience samples, such as news articles and tweets, that propagate the prior probabil…