Evolution of Freebase and the Google Knowledge Graph
Freebase was initially created in 2005 as an open shared database of knowledge, later acquired by Google and absorbed into the Google Knowledge Graph. Its approach included crowdsourcing updates and additions, focusing on data rather than text. The schema of Freebase included around 1500 types, 3500
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Evolution and Demise of Freebase and the Google Knowledge Graph
Freebase was launched in 2005 as an open database of knowledge, initially populated with Wikipedia data and later incorporating crowdsourced updates. Acquired by Google in 2010, it was transitioned into Google's Knowledge Graph before being decommissioned in 2016. The schema contained around 1500 ty
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WikiQA Dataset: Open-Domain Question Answering Challenges
WikiQA Dataset provides a challenge for open-domain question answering, focusing on identifying answers from large-scale knowledge bases such as Freebase and high-quality text sources like Wikipedia. The dataset includes questions sampled from search engine query logs, with candidate sentences sourc
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Understanding Similarity Recognition in the Web of Data
Exploring the importance of similarity recognition in various web data applications, the challenges of data matching in terms of scalability, and the specific constraints and features that play a role in the matching process. Examples from the Freebase repository demonstrate how resources are repres
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