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175
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CICLING
2004
Springer
16 years 8 days ago
2004
Springer
When text categorization is applied to complex tasks, it is tedious and expensive to hand-label the large amounts of training data necessary for good performance. In this paper, we...
161
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SIGIR
1998
ACM
15 years 11 months ago
1998
ACM
This paper addresses the problem of topic distillation on the World Wide Web, namely, given a typical user query to find quality documents related to the query topic. Connectivity...
175
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DOCENG
2007
ACM
15 years 10 months ago
2007
ACM
The problem of version detection is critical in many important application scenarios, including software clone identification, Web page ranking, plagiarism detection, and peer-to-...
201
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ECIR
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. In this paper we show how approximate matrix factorisations can be used to organise document summaries returned by a search engine into meaningful thematic categories. We...
184
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ECIR
2006
Springer
15 years 8 months ago
2006
Springer
The growing amount of online news posted on the WWW demands new algorithms that support topic detection, search, and navigation of news documents. This work presents an algorithm f...