Parallel Text Mining and Cross-language Information Retrieval Using Statistical Translation Model

Jiang Chen


Le 13 octobre 1999 à 11 h 30

Salle 3195, Pavillon André-Aisenstadt

In this research we established a Chinese-English statistical translation model trained by the parallel corpus collected from the Web. The objective is to test the performance of such a model in cross-language information1. Parallel text mining -- We will firstly present the adopted algorithm mining system for parallel texts.2. Translation model training -- The important procedures in the training process will then be discussed. We evaluated the translation quality of the model by examining a set of randomly chosentranslations.3. CLIR -- Experimental results on both English-Chinese and Chinese-English CLIR will be given. Some preliminary analysis will indicate the problems in this approach and suggest possible solutions.

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