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IJCNLP
2005
Springer
15 years 2 months ago
Document Clustering with Grouping and Chaining Algorithms
Document clustering has many uses in natural language tools and applications. For instance, summarizing sets of documents that all describe the same event requires first identifyi...
Yllias Chali, Soufiane Noureddine
IJCNLP
2005
Springer
15 years 2 months ago
Anaphora Resolution for Biomedical Literature by Exploiting Multiple Resources
In this paper, a resolution system is presented to tackle nominal and pronominal anaphora in biomedical literature by using rich set of syntactic and semantic features. Unlike prev...
Tyne Liang, Yu-Hsiang Lin
IJCNLP
2005
Springer
15 years 2 months ago
Aligning Needles in a Haystack: Paraphrase Acquisition Across the Web
This paper presents a lightweight method for unsupervised extraction of paraphrases from arbitrary textual Web documents. The method differs from previous approaches to paraphrase...
Marius Pasca, Péter Dienes
IJCNLP
2005
Springer
15 years 2 months ago
Using the Structure of a Conceptual Network in Computing Semantic Relatedness
Abstract. We present a new method for computing semantic relatedness of concepts. The method relies solely on the structure of a conceptual network and eliminates the need for perf...
Iryna Gurevych
IJCNLP
2005
Springer
15 years 2 months ago
Improving Statistical Word Alignment with Ensemble Methods
Abstract. This paper proposes an approach to improve statistical word alignment with ensemble methods. Two ensemble methods are investigated: bagging and cross-validation committee...
Hua Wu, Haifeng Wang