The exploration of deterministic and efficient dependency parsing

Yu Chieh Wu; Yue Shi Lee; Jie Chi Yang

The exploration of deterministic and efficient dependency parsing

Yu Chieh Wu, Yue Shi Lee, Jie Chi Yang

Research output: Contribution to conference › Paper › peer-review

7 Scopus citations

Abstract

In this paper, we propose a three-step multilingual dependency parser, which generalizes an efficient parsing algorithm at first phase, a root parser and postprocessor at the second and third stages. The main focus of our work is to provide an efficient parser that is practical to use with combining only lexical and part-ofspeech features toward language independent parsing. The experimental results show that our method outperforms Maltparser in 13 languages. We expect that such an efficient model is applicable for most languages.

Original language	English
State	Published - 2006
Event	10th Conference on Computational Natural Language Learning, CoNLL-X - New York, NY, United States Duration: 8 Jun 2006 → 9 Jun 2006

Conference

Conference	10th Conference on Computational Natural Language Learning, CoNLL-X
Country/Territory	United States
City	New York, NY
Period	8/06/06 → 9/06/06

Cite this

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title = "The exploration of deterministic and efficient dependency parsing",

abstract = "In this paper, we propose a three-step multilingual dependency parser, which generalizes an efficient parsing algorithm at first phase, a root parser and postprocessor at the second and third stages. The main focus of our work is to provide an efficient parser that is practical to use with combining only lexical and part-ofspeech features toward language independent parsing. The experimental results show that our method outperforms Maltparser in 13 languages. We expect that such an efficient model is applicable for most languages.",

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T1 - The exploration of deterministic and efficient dependency parsing

AU - Wu, Yu Chieh

AU - Lee, Yue Shi

AU - Yang, Jie Chi

PY - 2006

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N2 - In this paper, we propose a three-step multilingual dependency parser, which generalizes an efficient parsing algorithm at first phase, a root parser and postprocessor at the second and third stages. The main focus of our work is to provide an efficient parser that is practical to use with combining only lexical and part-ofspeech features toward language independent parsing. The experimental results show that our method outperforms Maltparser in 13 languages. We expect that such an efficient model is applicable for most languages.

AB - In this paper, we propose a three-step multilingual dependency parser, which generalizes an efficient parsing algorithm at first phase, a root parser and postprocessor at the second and third stages. The main focus of our work is to provide an efficient parser that is practical to use with combining only lexical and part-ofspeech features toward language independent parsing. The experimental results show that our method outperforms Maltparser in 13 languages. We expect that such an efficient model is applicable for most languages.

UR - http://www.scopus.com/inward/record.url?scp=84862294499&partnerID=8YFLogxK

M3 - 會議論文

AN - SCOPUS:84862294499

T2 - 10th Conference on Computational Natural Language Learning, CoNLL-X

Y2 - 8 June 2006 through 9 June 2006

ER -

The exploration of deterministic and efficient dependency parsing

Abstract

Conference

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