We present an approach for answering Entity Retrieval queries using click-through information in query log data from a commercial Web search engine. We compare results using click graphs and session graphs and present an evaluation test set making use of Wikipedia "List of" pages. Categories and Subject Descriptors: H.3.3 [Information Search and Retrieval]: Retrieval Models. General 							
						
							
					 															
					Bodo Billerbeck, Gianluca Demartini, Claudiu S. Fi