LightlySupervised Attribute Extraction Kedar Bellare Partha Pratim Talukdar Giridhar Kumaran Fernando Pereira Mark Liberman Andrew McCallum Mark Dredze Department of Computer Science University

umassedu Department of Computer and Information Science University of Pennsylvania Philadelphia PA 19104 USA parthapereiramylmdredze cisupennedu Abstract Web search engines can greatly bene64257t from knowledge about a ttributes of entities present i

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