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As one of the most important components in knowledge graph construction, entity linking has been drawing more and more attention in the last decade. In this paper, we propose two improvements towards better entity linking. On one hand, we propose a simple but effective coarse-to-fine unsupervised knowledge base(KB) extraction approach to improve the ...
Fang Kong, Guodong Zhou
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Predicting Guiding Entities for Entity Aspect Linking [PDF]
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022 Entity linking can disambiguate mentions of an entity in text. However, there are many different aspects of an entity that could be discussed but are not differentiable by entity links, for example, the entity oyster in the context of food or ...
Shubham Chatterjee, Laura Dietz
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This full-day tutorial presents a comprehensive introduction to entity linking and retrieval. Part I provides a detailed overview of entity linking: identifying and disambiguating entity occurrences in unstructured text. Part II focuses on entity retrieval, by first considering scenarios where explicit representations of entities are available, and ...
Edgar Meij, Krisztian Balog, Daan Odijk
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Entity linking is the task of identifying entities like people and places in textual data and linking them to corresponding entities in a knowledge base. In this paper we solve a visual equivalent of this task called visual entity linking. The goal is to link regions of images to corresponding entities in knowledge bases.
Neha Tilak, Sunil Gandhi, Tim Oates 0001
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