9 search results - page 1 / 2 » Fully Unsupervised Word Segmentation with BVE and MDL |
ACL
2011
12 years 8 months ago
2011
EMNLP
2010
13 years 2 months ago
2010
This paper proposes a fast and simple unsupervised word segmentation algorithm that utilizes the local predictability of adjacent character sequences, while searching for a leaste...
ICPR
2000
IEEE
13 years 9 months ago
2000
IEEE
This paper describes a new approach to the analysis of Poisson point processes, in time (1D) or space (2D), which is based on the minimum description length (MDL) framework. Speci...
ACL
2009
13 years 2 months ago
2009
In this paper, we propose a new Bayesian model for fully unsupervised word segmentation and an efficient blocked Gibbs sampler combined with dynamic programming for inference. Our...
NLPRS
2001
Springer
13 years 9 months ago
2001
Springer
We propose a simple two-level hierarchical probability model for unsupervised word segmentation. By treating words as strings composed of morphemes/phonemes which are themselves c...