13 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.CL2022★ 1 cited
Federated Named Entity Recognition
Joel Mathew, Dimitris Stripelis, José Luis Ambite
We present an analysis of the performance of Federated Learning in a paradigmatic natural-language processing task: Named-Entity Recognition (NER). For our evaluation, we use the l…
cs.LG2019★ 13 cited
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping
Joel Mathew, Shobeir Fakhraei, José Luis Ambite
We present a weakly-supervised data augmentation approach to improve Named Entity Recognition (NER) in a challenging domain: extracting biomedical entities (e.g., proteins) from th…