DeepType: Multilingual Entity Linking by Neural Type System Evolution

3 Feb 2018 Jonathan Raiman Olivier Raiman

The wealth of structured (e.g. Wikidata) and unstructured data about the world available today presents an incredible opportunity for tomorrow's Artificial Intelligence. So far, integration of these two different modalities is a difficult process, involving many decisions concerning how best to represent the information so that it will be captured or useful, and hand-labeling large amounts of data... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Entity Disambiguation AIDA-CoNLL DeepType In-KB Accuracy 94.88 # 3
Entity Disambiguation TAC2010 DeepType Micro Precision 90.85 # 1

Methods used in the Paper


METHOD TYPE
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