Induced category | Induced NLP task(s) | Definition |
---|---|---|
Computer-assisted coding | Concept detection | Perform semi-automated annotation (i.e., with a human in the loop) |
Information comparison | Concept detection Event detection Relationship detection | Compare extracted structured information to information available in free-text form |
Information enrichment | Concept detection Event detection Relationship detection Text normalization Text summarization | Extract structured information from free text and attach this new information to the source |
Information extraction | Concept detection Event detection Relationship detection | Extract structured information from free text |
Prediction | Classification Prediction Identification | Use structured information to classify free-text reports, predict outcomes, or identify cases |
Software development and evaluation | Software development Software evaluation | Develop new NLP software or evaluate new or existing NLP software |
Text processing | Text normalization Text summarization | Transform free text into a new, more comprehensible form |