Abstract This paper presents Multilingual Document Clustering (MDC) on comparable
corpora. Wikipedia has evolved to be a major structured multilingual knowledge base. It has …

In this paper we evaluate the influence of different document representations in the results of
multilingual news clustering. We aim at proving whether or not the use of only named …

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In this article, we present a new algorithm for clustering a bilingual collection of comparable
news items in groups of specific topics. Our hypothesis is that named entities (NE s) are …

Clustering is a central technique in NLP. Consequently, clustering evaluation is of great
importance. Many clustering algorithms are evaluated by their success in tagging corpus …

摘要在已有聚类算法的基础上, 基于英汉双语短语级人文社会科学平行语料,
进行类别知识挖掘的实验. 根据实验数据并结合具体的研究需求, 确定相应的聚类算法和英语 …

We address the problem of linking related documents across languages in a multilingual
collection. We evaluate three diverse unsupervised methods to represent and compare …

This paper presents an approach for Multilingual News Document Clustering in comparable
corpora. We have implemented two algorithms of heuristic nature that follow the approach …