Why Document Expansion Works
Story-length objects provide useful context
Ranked retrieval finds signal amid the noise
Selective terms discriminate among documents
- Enrich index with high IDF terms from top documents
Similar strategies work well in other applications
- TREC-7 SDR [Singhal et al., 1998]
- CLIR query translation [Ballesteros & Croft, 1997]