4 search results - page 1 / 1 » A Probabilistic Analysis of the Rocchio Algorithm with TFIDF... |
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
The Rocchio relevance feedback algorithm is one of the most popular and widely applied learning methods from information retrieval. Here, a probabilistic analysis of this algorith...
SIGIR
2003
ACM
13 years 9 months ago
2003
ACM
Term-based representations of documents have found widespread use in information retrieval. However, one of the main shortcomings of such methods is that they largely disregard le...
EMNLP
2010
13 years 2 months ago
2010
Representing documents by vectors that are independent of language enhances machine translation and multilingual text categorization. We use discriminative training to create a pr...
WWW
2008
ACM
14 years 4 months ago
2008
ACM
Social annotation has gained increasing popularity in many Web-based applications, leading to an emerging research area in text analysis and information retrieval. This paper is c...