TruePIE: Discovering Reliable Patterns in Pattern-Based Information Extraction

KDD, pp. 1675-1684, 2018.

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Abstract:

Pattern-based methods have been successful in information extraction and NLP research. Previous approaches learn the quality of a textual pattern as relatedness to a certain task based on statistics of its individual content (e.g., length, frequency) and hundreds of carefully-annotated labels. However, patterns of good content-quality may...More

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