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Physical Sciences and Mathematics Commons

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University of Massachusetts Amherst

Computer Science Department Faculty Publication Series

2005

Language Models

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Full-Text Articles in Physical Sciences and Mathematics

Finding Similar Questions In Large Question And Answer Archives, Jiwoon Jeon Jan 2005

Finding Similar Questions In Large Question And Answer Archives, Jiwoon Jeon

Computer Science Department Faculty Publication Series

There has recently been a significant increase in the number of community-based question and answer services on the Web where people answer other peoples’ questions. These services rapidly build up large archives of questions and answers, and these archives are a valuable linguistic resource. One of the major tasks in a question and answer service is to find questions in the archive that a semantically similar to a user’s question. This enables high quality answers from the archive to be retrieved and removes the time lag associated with a community-based system. In this paper, we discuss methods for question retrieval …