An analysis of the relative hardness of Reuters-21578 subsets

By Franca Debole, Fabrizio Sebastiani. 2005

216 citations recorded by the source corpus.

Subfields: Artificial Intelligence

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Michalis Vazirgiannis
2. François Rousseau
3. Emmanouil Kiagias
4. Konstantinos Skianis
5. Fragkiskos D. Malliaros
6. Jamie Callan
7. Zhuyun Dai

Citations in the corpus

• Text Categorization as a Graph Classification Problem (2015, background): “• R8: 8 most frequent categories of Reuters21578, a set of labeled news articles from the 1987 Reuters newswire – split into 5,485 for training and 2,189 for test (Debole and Sebastiani, 2005).”
• Neural Message Passing for Multi-Label Classification (2019, unknown): “[19] formulate MLC using a label graph and they introduced a conditional dependency SVM where they first trained separate classifiers for each label given the input and all other true labels and used Gibbs sampling to find the optimal label set.”