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"YOU SHOULD PROBABLY READ THIS'': HEDGE DETECTION IN TEXT
- Citation Author(s):
- Submitted by:
- Denys Katerenchuk
- Last updated:
- 29 June 2021 - 12:26pm
- Document Type:
- Poster
- Document Year:
- 2021
- Event:
- Presenters:
- Denys Katerenchuk
- Paper Code:
- HLT-13.6
- Categories:
- Keywords:
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Humans express ideas, beliefs, and statements through language. The manner of expression can carry information indicating the author's degree of confidence in their statement. Understanding the certainty level of a claim is crucial in areas such as medicine, finance, engineering, and many others where errors can lead to disastrous results. In this work, we apply a joint model that leverages words and part-of-speech tags to improve hedge detection in text and achieve a new top score on the CoNLL-2010 Wikipedia corpus.