Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding

    KDD, 2016.

    Cited by: 60|Bibtex|Views75|Links
    EI

    Abstract:

    Current systems of fine-grained entity typing use distant supervision in conjunction with existing knowledge bases to assign categories (type labels) to entity mentions. However, the type labels so obtained from knowledge bases are often noisy (i.e., incorrect for the entity mention's local context). We define a new task, Label Noise Redu...More

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