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Statistical Identification of Pleonastic Pronouns

Författare:
Publiceringsår: 2012
Språk: Engelska
Dokumenttyp: Konferensbidrag

Sammanfattning

This paper describes an algorithm to identify pleonastic pronouns using statistical techniques. The training step uses a coreference
annotated corpus of English and focuses on a set of pronouns such as it. As far as we know, there is no corpus with a pleonastic
annotation. The main idea of the algorithm was then to recast the definition of pleonastic pronouns as pronouns that never occur
in a coreference chain. We integrated this algorithm in an existing coreference solver (Bj¨orkelund and Nugues, 2011) and we
measured the overall performance gains brought by the pleonastic it removal. We observed an improvement of 0.42 from 59.15
of the CoNLL score. The complete system (Stamborg et al., 2012) participated in the CoNLL 2012 shared task (Pradhan et al.,
2012), where it obtained the 4th rank.

Disputation

Nyckelord

  • Technology and Engineering

Övriga

The Fourth Swedish Language Technology Conference
2012-10-24/2012-10-26
Lund, Sweden
Published
Yes

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