Detecting Health Related Discussions in Everyday Telephone Conversations for Studying Medical Events in the Lives of Older Adults. - Golnar Sheikhshab; Izhak Shafran; Jeffrey A. Kaye (BioNLP@ACL, 2014)

Graph-based Semi-supervised Gene Mention Tagging. - Golnar Sheikhshab; Elizabeth Starks; Aly Karsan; Anoop Sarkar; Inanç Birol (BioNLP@ACL, 2016)

In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition. - Golnar Sheikhshab; Inanç Birol; Anoop Sarkar (Louhi@EMNLP, 2018)

GraphNER: Using Corpus Level Similarities and Graph Propagation for Named Entity Recognition. - Golnar Sheikhshab; Elizabeth Starks; Aly Karsan; Readman Chiu; Anoop Sarkar; Inanç Birol (IPDPS Workshops, 2018)