The Effectiveness of Dictionary and Web-Based Answer Reranking
The 19th International Conference on Computational Linguistics (COLING 2002) |
Organized by International Conference on Computational Linguistics (ICCL)
We describe an in-depth study of using a dictionary (WordNet) and web search engines (Altavista, MSN, and Google) to boost the performance of an automated question answering system, Webclopedia, in answering definition questions. The results indicate applying dictionary and web-based answer reranking together increase the performance of Webclopedia on a set of 102 TREC-10 definition questions by 25% in mean reciprocal rank score and 14% in finding answers in the top 5.