Efficient and robust knowledge graph construction

N Zhang, T Gui, G Nan - Proceedings of the 2nd Conference of …, 2022 - aclanthology.org
Abstract Knowledge graph construction which aims to extract knowledge from the text
corpus, has appealed to the NLP community researchers. Previous decades have witnessed …

FLightNER: A Federated Learning Approach to Lightweight Named-Entity Recognition

M Abadeer, W Shi, JP Corriveau - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
We introduce FLightNER, a Federated Learning (FL) model that extends an existing state-of-
the-art Named-Entity Recognition (NER) model using prompt-tuning known as LightNER …