EFFECT OF MORPHOLOGIES ON PERSIAN DEPENDENCY PARSING

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KHALLASH MOJTABA; MINAEI BIDGOLI BEHROUZ

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Journal Paper

Paper Information

Journal: SIGNAL AND DATA PROCESSING Year:2015 | Volume:- | Issue:2 (SERIAL 22) Page(s): 71-80

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Information Journal Paper

Title

EFFECT OF MORPHOLOGIES ON PERSIAN DEPENDENCY PARSING

Author(s)

KHALLASH MOJTABA | MINAEI BIDGOLI BEHROUZ | Issue Writer Certificate

Keywords

DEPENDENCY PARSINGQ2

MORPHOLOGICALLY RICH LANGUAGESQ2

MORPHOLOGICAL FEATURESQ2

Abstract

Data-driven systems can be adapted to different languages and domains easily. Using this trend in DEPENDENCY PARSING was lead to introduce data-driven approaches. Existence of appreciate corpora that contain sentences and theirs associated dependency trees are the only pre-requirement in data-driven approaches. Despite obtaining high accurate results for DEPENDENCY PARSING task in English language, for many of other languages with high free-word order and rich morphology, most applying algorithms lead to drop in accuracy compared to English language. Therefore, data-driven systems require careful selection of features and tuning of parameters to reach optimal performance.A dependency corpus for Persian language introduced recently. Persian language has high free-word order and rich morphology. In this paper we try to find detect effective factors for decreasing parsing accuracy and we present solutions to improve the accuracy.

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APA: Copy

KHALLASH, MOJTABA, & MINAEI BIDGOLI, BEHROUZ. (2015). EFFECT OF MORPHOLOGIES ON PERSIAN DEPENDENCY PARSING. SIGNAL AND DATA PROCESSING, -(2 (SERIAL 22)), 71-80. SID. https://sid.ir/paper/160846/en

Vancouver: Copy

KHALLASH MOJTABA, MINAEI BIDGOLI BEHROUZ. EFFECT OF MORPHOLOGIES ON PERSIAN DEPENDENCY PARSING. SIGNAL AND DATA PROCESSING[Internet]. 2015;-(2 (SERIAL 22)):71-80. Available from: https://sid.ir/paper/160846/en

IEEE: Copy

MOJTABA KHALLASH, and BEHROUZ MINAEI BIDGOLI, “EFFECT OF MORPHOLOGIES ON PERSIAN DEPENDENCY PARSING,” SIGNAL AND DATA PROCESSING, vol. -, no. 2 (SERIAL 22), pp. 71–80, 2015, [Online]. Available: https://sid.ir/paper/160846/en

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