NLP and IR Approaches to Monolingual and Multilingual Link Detection

This paper considers several important issues for monolingual and multilingual link detection. The experimental results show that nouns, verbs, adjectives and compound nouns are useful to represent news stories; story expansion is helpful; topic segmentation has a little effect; and a translation model is needed to capture the differences between languages.

• Type: Journal
• Year: 2002
• Where: COLING
• Authors: Ying-Ju Chen, Hsin-Hsi Chen
• Keywords: COLING 2002, COLING 2008, Important Issues, Multilingual Link Detection, Nouns