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Asian and Low-Resource Language Information Processing (TALLIP)

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ACM Transactions on Asian and Low-Resource Language Information Processing, Volume 14 Issue 3, June 2015

Conditional Random Fields for Korean Morpheme Segmentation and POS Tagging
Seung-Hoon Na
Article No.: 10
DOI: 10.1145/2700051

There has been recent interest in statistical approaches to Korean morphological analysis. However, previous studies have been based mostly on generative models, including a hidden Markov model (HMM), without utilizing discriminative models such...

Multilingual Topic Models for Bilingual Dictionary Extraction
Xiaodong Liu, Kevin Duh, Yuji Matsumoto
Article No.: 11
DOI: 10.1145/2699939

A machine-readable bilingual dictionary plays a crucial role in many natural language processing tasks, such as statistical machine translation and cross-language information retrieval. In this article, we propose a framework for extracting a...

A Unified Model for Solving the OOV Problem of Chinese Word Segmentation
Xiaoqing Li, Chengqing Zong, Keh-yih Su
Article No.: 12
DOI: 10.1145/2699940

This article proposes a unified, character-based, generative model to incorporate additional resources for solving the out-of-vocabulary (OOV) problem of Chinese word segmentation, within which different types of additional information can be...

Preordering using a Target-Language Parser via Cross-Language Syntactic Projection for Statistical Machine Translation
Isao Goto, Masao Utiyama, Eiichiro Sumita, Sadao Kurohashi
Article No.: 13
DOI: 10.1145/2699925

When translating between languages with widely different word orders, word reordering can present a major challenge. Although some word reordering methods do not employ source-language syntactic structures, such structures are inherently useful...