Modeling Commonality among Related Classes in Relation Extraction (2009)
Zhou Guodong, Su Jian, Zhang Min
This paper proposes a novel hierarchical learning strategy to deal with the data sparseness problem in relation extraction by modeling the commonality among related classes. For each class in the...
An She-Juan, Chen Zhi-Hong, Lin Qiu-Xiong, Su Jian, Chen Hua-Jun, Lin Jia-Ying, ...
Abstract Background Kinase insert domain-containing receptor (KDR) plays a critical role in the metastasis of cancer and is used as a molecular target in cancer therapy. We investigated the...
Input Normalization for an English-to-Chinese SMS Translation System (2008)
Aw Aiti, Zhang Min, Yeo Pohkhim, Fan Zhenzhen, Su Jian
This paper describes an approach to preprocess SMS text for Machine Translation. As SMS text behaves differently from normal written text and to reduce the tremendous effort required to customize or...
Zhou Guodong, Shen Dan, Zhang Jie, Su Jian, Tan Soon Heng, Tan Chew Lim, ...
In this paper, we propose an ensemble of classifiers for biomedical named entity recognition in which three classifiers (one SVM and two HMMs) are combined effectively using a simple majority voting...
Zhou Guodong, Shen Dan, Zhang Jie, Su Jian, Tan Chew Lim, ...
In this paper, we propose an ensemble of classifiers for biomedical named entity recognition in which three classifiers (one SVM and two HMMs) are combined effectively using a simple majority voting...
Smiraglia Dominic, Kazhiyur-Mannar Ramakrishnan, Oakes Christopher, Wu Yue-Zhong, Liang Ping, Ansari Tahmina, ...
Abstract Background Restriction landmark genomic scanning (RLGS) is one of the most successfully applied methods for the identification of aberrant CpG island hypermethylation in cancer, as well as...
TREC 2005 Genomics Track at I2R (2005)
Nie Yu Yang, Yang Lingpeng, Ji Donghong, Zhang Jie, Su Jian, Yang Xiaofeng, ...
This paper describes the methods we used for the Ad Hoc task of TREC Genomics Track. Synonym dictionary for genes and pseudo relevance feedback are used to expand queries. BM25 model is implemented...
The Impact of Ownership Reform in Chinese Industry, 1995-2001 (2003)
Jefferson, Gary H., Jian, Su, Yuan, Jiang, Xinhua, Yu
During the 1980s, the restructuring of Chinese industry was driven principally by the entry of new enterprises into the enterprise system and by the restructuring of managerial incentives. In 1993,...
Exploring various knowledge in relation extraction (2002)
Zhou Guodong, Su Jian, Zhang Jie, Zhang Min
Extracting semantic relationships between entities is challenging. This paper investigates the incorporation of diverse lexical, syntactic and semantic knowledge in feature-based relation extraction...
Exploring various knowledge in relation extraction (2002)
Zhou Guodong, Su Jian, Zhang Jie, Zhang Min
Extracting semantic relationships between entities is challenging. This paper investigates the incorporation of diverse lexical, syntactic and semantic knowledge in feature-based relation extraction...
In this work, we present the solution of a class of linear inverse heat conduction problems for the estimation of unknown heat source terms, with no prior information of the functional forms of...
Zhou Guodong, Tey TongGuan, Su Jian
This paper proposes a new hybrid chunk tagger. Firstly, it is a HMM-based chunk tagger. Secondly, it is improved by error-driven learning method. Finally, memorybased learning is adopted to further...
The Impact of Ownership Reform in Chinese Industry, 1995-2001
Gary H. Jefferson, Su Jian, Jiang Yuan, Yu Xinhua
During the 1980s, the restructuring of Chinese industry was driven principally by the entry of new enterprises into the enterprise system and by the restructuring of managerial incentives. In 1993,...