Berkeley at NTCIR-2: Chinese, Japanese, and English IR experiments.
Aitao Chen, Fredric C. Gey, Hailing Jiang · 2001
This paper reports on the work of Berkeley group at the second NTCIR workshop on Japanese & English IR and Chinese IR. A number of runs were submitted on all subtasks in the two main tasks. Our main focus on the Japanese monolingual subtask was on comparing the retrieval effectiveness of different segmentation methods. The experimental results show the bigram indexing outperformed the word-based indexing in Japanese monolingual retrieval. The bigram indexing was also highly effective in Chinese monolingual retrieval. This paper presents an alternative segmentation method that breaks text into onecharacter terms and two-character terms that do not overlap with each other, which overcomes the disadvantage of producing large index files by bigram indexing. This paper describes a technique for building bilingual word lexicons from parallel text by sentence alignment and word association. A purely rank-based document polling strategy is presented for combining monolingual retrieval results in multilingual retrieval. Keywords: Japanese IR, Chinese IR, Cross-language IR, word segmentation, word alignment 1