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ACL
2012
11 years 7 months ago
Text Segmentation by Language Using Minimum Description Length
The problem addressed in this paper is to segment a given multilingual document into segments for each language and then identify the language of each segment. The problem was mot...
Hiroshi Yamaguchi, Kumiko Tanaka-Ishii
CORR
2002
Springer
126views Education» more  CORR 2002»
13 years 4 months ago
Unsupervised Discovery of Morphemes
We present two methods for unsupervised segmentation of words into morphemelike units. The model utilized is especially suited for languages with a rich morphology, such as Finnis...
Mathias Creutz, Krista Lagus
ICDM
2006
IEEE
122views Data Mining» more  ICDM 2006»
13 years 11 months ago
Optimal Segmentation Using Tree Models
Sequence data are abundant in application areas such as computational biology, environmental sciences, and telecommunications. Many real-life sequences have a strong segmental str...
Robert Gwadera, Aristides Gionis, Heikki Mannila
EACL
2003
ACL Anthology
13 years 6 months ago
Linear Text Segmentation using a Dynamic Programming Algorithm
In this paper we introduce a dynamic programming algorithm to perform linear text segmentation by global minimization of a segmentation cost function which consists of: (a) within...
Athanasios Kehagias, Pavlina Fragkou, Vassilios Pe...
WWW
2008
ACM
14 years 5 months ago
Unsupervised query segmentation using generative language models and wikipedia
In this paper, we propose a novel unsupervised approach to query segmentation, an important task in Web search. We use a generative query model to recover a query's underlyin...
Bin Tan, Fuchun Peng