BioCreative & Becalm workshop, 2017- Sérgio Matos (1)
From IEETA
| Date | 2017/04/26 |
|---|---|
| Title | Neji: Recognition of Chemical and Gene Mentions in Patent Texts |
| Speaker | Sérgio Matos |
| Event | BioCreative and Becalm workshop |
| Location | Barcelona |
| Country | Spain |
| URL | https://www.bsc.es/elixir-text-mining-workshop--biocreative-and-becalm-workshop-registration-form |
Abstract: The BioCreative V.5 challenge focused on the recognition of chemicals and gene mentions in medicinal chemistry patents. For participation in the chemical entity (CEMP) and gene and protein (GPRO) recognition tasks, we used the concept recognition framework Neji and applied a machine-learning strategy using a optimized feature set. Our best submissions achieved an F-score of 86.6% for the identification of chemicals and 71.3% for the identification of gene names.