Automated Phrase Mining from Massive Text Corpora

IEEE Trans. Knowl. Data Eng., Volume abs/1702.04457, Issue 10, 2018.

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Keywords:
Automatic Phrase MiningDistant TrainingMultiple LanguagesPart-of-Speech tagPhrase Mining

Abstract:

As one of the fundamental tasks in text analysis, phrase mining aims at extracting quality phrases from a text corpus and has various downstream applications including information extraction/retrieval, taxonomy construction, and topic modeling. Most existing methods rely on complex, trained linguistic analyzers, and thus likely have unsat...More

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