131 search results - page 11 / 27 » Pairwise Preference Learning and Ranking |
131
Voted
NIPS
1997
15 years 2 months ago
1997
There are many applications in which it is desirable to order rather than classify instances. Here we consider the problem of learning how to order, given feedback in the form of ...
100
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SDM
2007
SIAM
15 years 2 months ago
2007
SIAM
The problem of combining the ranked preferences of many experts is an old and surprisingly deep problem that has gained renewed importance in many machine learning, data mining, a...
105
Voted
WWW
2009
ACM
16 years 1 months ago
2009
ACM
We consider the problem of identifying the consensus ranking for the results of a query, given preferences among those results from a set of individual users. Once consensus ranki...
80
Voted
EACL
2009
ACL Anthology
16 years 1 months ago
2009
ACL Anthology
We present the results of a large-scale, end-to-end human evaluation of various sentiment summarization models. The evaluation shows that users have a strong preference for summar...
90
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
This paper introduces a novel machine learning model called multiple instance ranking (MIRank) that enables ranking to be performed in a multiple instance learning setting. The mo...