Title :
Answering English Questions using Foreign-Language, Semi-Structured Sources
Author :
Katz, Boris ; Borchardt, Gary ; Felshin, Sue ; Shen, Yuan ; Zaccak, Gabriel
Author_Institution :
MIT Comput. Sci. & Artificial Intelligence Lab., Cambridge
Abstract :
Despite continuing advances in machine translation technology, users who lack familiarity with particular foreign languages have no good way to find information in those languages. In this paper, we present a technical framework and implemented system that answers English questions on the basis of information in foreign-language, semi-structured sources such as websites. This work helps users locate, with high precision, relevant segments of foreign- language information, and then makes use of existing machine translation services to present that information in English. The resulting technology extends an approach embodied in the START information access system and its supporting Omnibase uniform data access system, and it has been applied to several Chinese and Arabic websites.
Keywords :
Web sites; language translation; natural language processing; Arabic Websites; Chinese Websites; English questions answering; foreign-language information; machine translation services; machine translation technology; omnibase uniform data access system; semistructured sources; Artificial intelligence; Computer science; Data models; Information retrieval; Internet; Laboratories; Multimedia systems; Natural languages; Software tools; Web pages;
Conference_Titel :
Semantic Computing, 2007. ICSC 2007. International Conference on
Conference_Location :
Irvine, CA
Print_ISBN :
978-0-7695-2997-4
DOI :
10.1109/ICSC.2007.59