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1 Introduction
2 Meet the Data
3 Term-Based Models for Entity Ranking
4 Semantically Enriched Models for Entity Ranking
5 Entity Linking
6 Populating Knowledge Bases
7 Understanding Information Needs
8 Leveraging Entities in Document Retrieval
9 Utilizing Entities for an Enhanced Search Experience
10 Conclusions and Future Directions.

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