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Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings

Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2076684985

Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings

About this item

Full title

Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings

Author / Creator

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2017-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Mining suggestion expressing sentences from a given text is a less investigated sentence classification task, and therefore lacks hand labeled benchmark datasets. In this work, we propose and evaluate two approaches for distant supervision in suggestion mining. The distant supervision is obtained through a large silver standard dataset, constructed...

Alternative Titles

Full title

Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2076684985

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2076684985

Other Identifiers

E-ISSN

2331-8422

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