no code implementations • 10 Nov 2020 • Jupinder Parmar, William Koehler, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu
We introduce a biomedical information extraction (IE) pipeline that extracts biological relationships from text and demonstrate that its components, such as named entity recognition (NER) and relation extraction (RE), outperform state-of-the-art in BioNLP.
no code implementations • 10 Nov 2020 • Srivamshi Pittala, William Koehler, Jonathan Deans, Daniel Salinas, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu
Identification of disease genes, which are a set of genes associated with a disease, plays an important role in understanding and curing diseases.
2 code implementations • ACL 2018 • Braden Hancock, Paroma Varma, Stephanie Wang, Martin Bringmann, Percy Liang, Christopher Ré
Training accurate classifiers requires many labels, but each label provides only limited information (one bit for binary classification).