2018
EMNLP
EMNLP 2018
Listwise temporal ordering of events in clinical notes
Abstract
AbstractWe present metrics for listwise temporal ordering of events in clinical notes, as well as a baseline listwise temporal ranking model that generates a timeline of events that can be used in downstream medical natural language processing tasks.
🌉
Interdisciplinary Bridge
— Healthcare & Medicine and Machine Learning and Natural Language Processing
🧭
Keyword Pioneer
— medical language processing
🐣
Hot Topic Early Bird
— event extraction
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio
Authors
Topics
Natural Language Processing > Understanding > Semantic Analysis
Natural Language Processing > Applications > Information Extraction
Natural Language Processing > Applications > Information Retrieval
Healthcare & Medicine > Clinical > Clinical NLP
Machine Learning > Core Methods > Ranking
Natural Language Processing > Applications > Natural Language Understanding