Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned.
Jennifer J. LiangChing-Huei TsouMurthy V. DevarakondaPublished in: CRI (2017)
Keyphrases
- lessons learned
- ground truth
- case study
- future directions
- ground truth data
- natural language processing
- complex systems
- design science
- language processing
- high quality
- manually labeled
- neural network
- medical domain
- gold standard
- multi task
- complex data
- question answering
- information extraction
- natural language
- information retrieval