4 search results - page 1 / 1 » A Probabilistic Analysis of the Rocchio Algorithm with TFIDF... |
128
Voted
ICML
1997
IEEE
16 years 3 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...
148
Voted
SIGIR
2003
ACM
15 years 7 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...
136
Voted
EMNLP
2010
15 years 19 days 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...
134
Voted
WWW
2008
ACM
16 years 3 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...