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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제9권 제4호
- 발행연도
- 2007.1
- 수록면
- 1,623 - 1,638 (16page)
이용수
초록· 키워드
오류제보하기
The most core task for Korean text processing is to recognize the lexical morphemes in sentences and to determine their part of speeches. This task is called the part of speech tagging. We present several effective schemes to enhance Korean part-of-speech tagging systems that are based on a Maximum Entropy model. We employ two levels of tags, the inner and outer tags. A probability of a morpheme sequence is computed to augment the probability of the Maximum Entropy model. Special feature functions are employed to exploit co-occurrence of multiple lexical items, which seems effective for lexical ambiguity resolution. Experimental results demonstrate usefulness of these schemes.
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등록된 정보가 없습니다.
참고문헌 (18)
참고문헌 신청
Berger, A. / 1996 / A Maximum Entropy Approach to Natural Language Processing / Computational Linguistics 22 (1) : 39 ~ 71
Collins, M. / 1996 / A New Statistical Parser Based on Bigram Lexical Dependencies / Proceedings of the 36th Annual Conference of Association for Computational Linguistics : 184 ~
Kang, I. H. / 1998 / Part of Speech Tagging for Korean Using Maximum Entropy Model / Proceedings of the 10th Korean Language Processing Conference : 9 ~ 14
Kang, S. S / 1998 / An Algorithm for Korean Nominal Compound Analysis / Journal of Korean Information Science Society(B) 25 (1) : 172 ~ 182
Kang, S. S. / 1995 / Morphological Analysis of Korean Irregular Verbs Using Syllable Characteristics / Journal of the Korea Information Science Society 22 (10) : 1480 ~ 1487
Collins, M. / 1996 / A New Statistical Parser Based on Bigram Lexical Dependencies / Proceedings of the 36th Annual Conference of Association for Computational Linguistics : 184 ~
Kang, I. H. / 1998 / Part of Speech Tagging for Korean Using Maximum Entropy Model / Proceedings of the 10th Korean Language Processing Conference : 9 ~ 14
Kang, S. S / 1998 / An Algorithm for Korean Nominal Compound Analysis / Journal of Korean Information Science Society(B) 25 (1) : 172 ~ 182
Kang, S. S. / 1995 / Morphological Analysis of Korean Irregular Verbs Using Syllable Characteristics / Journal of the Korea Information Science Society 22 (10) : 1480 ~ 1487
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