Summarizing
High-level summary or survey of all main points.
How to summarize a collection?
Example: sentence extraction from a single document (Kupiec et al.)
- Start with training set, allows evaluation
- Create heuristics
- Classification function estimates the probability a given sentence is included in the abstract
- 42% average precision