Rare Word Embeddings

method ID: rarewordembeddings

Related Papers

Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWord embedding techniques depend heavily on the frequencies of words in the corpus, and are negatively impacted by failures in providing reliable representations for low-frequency words or unseen words during …...

25219

Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractRecent advances in federated learning have demonstrated its promising capability to learn on decentralized datasets. However, a considerable amount of work has raised concerns due to the potential risks of …...

31636