PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS

Mustafa Aygül; Gürkan Karaalioğlu; M. Fatih Amasyalı

PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS

Abstract

The prediction of function tags is a key component of several natural language tasks. In this study, Conditional Random Fields are employed for Turkish sentences. The affects of the size of training set, the usage of morphological features of the words are investigated. As a result, we achieved 75% success ratio on our datasets having 2000 simple sentences.

Keywords

References

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Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Mustafa Aygül This is me
Türkiye

Gürkan Karaalioğlu This is me
Türkiye

M. Fatih Amasyalı This is me
Türkiye

Publication Date

March 1, 2014

Submission Date

June 19, 2013

Acceptance Date

October 24, 2013

Published in Issue

Year 2014 Volume: 32 Number: 1

IZ

https://izlik.org/JA88RR93PY

Cite

RIS / Bibtex

APA

Aygül, M., Karaalioğlu, G., & Amasyalı, M. F. (2014). PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS. Sigma Journal of Engineering and Natural Sciences, 32(1), 23-30. https://izlik.org/JA88RR93PY

AMA

1.Aygül M, Karaalioğlu G, Amasyalı MF. PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS. SIGMA. 2014;32(1):23-30. https://izlik.org/JA88RR93PY

Chicago

Aygül, Mustafa, Gürkan Karaalioğlu, and M. Fatih Amasyalı. 2014. “PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS”. Sigma Journal of Engineering and Natural Sciences 32 (1): 23-30. https://izlik.org/JA88RR93PY.

EndNote

Aygül M, Karaalioğlu G, Amasyalı MF (March 1, 2014) PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS. Sigma Journal of Engineering and Natural Sciences 32 1 23–30.

IEEE

[1]M. Aygül, G. Karaalioğlu, and M. F. Amasyalı, “PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS”, SIGMA, vol. 32, no. 1, pp. 23–30, Mar. 2014, [Online]. Available: https://izlik.org/JA88RR93PY

ISNAD

Aygül, Mustafa - Karaalioğlu, Gürkan - Amasyalı, M. Fatih. “PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS”. Sigma Journal of Engineering and Natural Sciences 32/1 (March 1, 2014): 23-30. https://izlik.org/JA88RR93PY.

JAMA

1.Aygül M, Karaalioğlu G, Amasyalı MF. PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS. SIGMA. 2014;32:23–30.

MLA

Aygül, Mustafa, et al. “PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS”. Sigma Journal of Engineering and Natural Sciences, vol. 32, no. 1, Mar. 2014, pp. 23-30, https://izlik.org/JA88RR93PY.

Vancouver

1.Mustafa Aygül, Gürkan Karaalioğlu, M. Fatih Amasyalı. PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS. SIGMA [Internet]. 2014 Mar. 1;32(1):23-30. Available from: https://izlik.org/JA88RR93PY