Web query translation via web log mining

  title={Web query translation via web log mining},
  author={Rong Hu and Weizhu Chen and Peng Bai and Yansheng Lu and Zheng Chen and Qiang Yang},
This paper describes a method to automatically acquire query translation pairs by mining web click-through data. The extraction requires no crawling or Chinese words segmentation, and can capture popular translations. Experimental results on a real click-through data show that only 17.4% of the extracted queries are in the dictionary, and our method can achieve 62.2% (in top-1) to 80.0% (in top-5) precision in translating web queries. Moreover, the extracted translations are semantically… CONTINUE READING