|Title||On Domain Similarity and Effectiveness of Adapting to Rank|
|Publication Type||Conference Paper|
|Year of Publication||2009|
|Authors||Belle Tseng, Jing Bai, Srihari Reddy, Keke Chen|
|Conference Name||On Domain Similarity and Effectiveness of Adapting to Rank|
Adapting to rank address the the problem of insufficient domainspecificlabeled training data in learning to rank. However, theinitial study shows that adaptation is not always effective. In thispaper, we investigate the relationship between the domain similarityand the effectiveness of domain adaptation with the help of twodomain similarity measure: relevance correlation and sample distributioncorrelation.
|Full Text|| |
Keke Chen, Jing Bai, Srihari Reddy, and Belle Tseng, "On Domain Similarity and Effectiveness of Adapting to Rank," ACM Conference on Information and Knowledge Management (CIKM09), Hong Kong, China, November 2-6, 2008.