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IJCNLP
2005
Springer
15 years 9 months ago
Chunking Using Conditional Random Fields in Korean Texts
We present a method of chunking in Korean texts using conditional random fields (CRFs), a recently introduced probabilistic model for labeling and segmenting sequence of data. In a...
Yong-Hun Lee, Mi-Young Kim, Jong-Hyeok Lee
LREC
2008
93views Education» more  LREC 2008»
15 years 5 months ago
Targeting Chinese Nominal Compounds in Corpora
For compounding languages, a great part of the topical semantics is conveyed via nominal compounds. Various applications of natural language processing can profit from explicit ac...
Weiruo Qu, Christoph Ringlstetter, Randy Goebel
EACL
1993
ACL Anthology
15 years 5 months ago
Resolving Zero Anaphora in Japanese
The paper presents a computational theory for resolving Japanese zero anaphora, based on the notion of discourse segment. We see that the discourse segment reduces the domain of a...
Tadashi Nomoto, Yoshihiko Nitta
IJCNLP
2005
Springer
15 years 9 months ago
A Lexicon-Constrained Character Model for Chinese Morphological Analysis
Abstract. This paper proposes a lexicon-constrained character model that combines both word and character features to solve complicated issues in Chinese morphological analysis. A ...
Yao Meng, Hao Yu, Fumihito Nishino
ACL
2008
15 years 5 months ago
Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data
This paper provides evidence that the use of more unlabeled data in semi-supervised learning can improve the performance of Natural Language Processing (NLP) tasks, such as part-o...
Jun Suzuki, Hideki Isozaki