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» Using WordNet for Text Categorization
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ECIR
2004
Springer
14 years 10 months ago
Complex Linguistic Features for Text Classification: A Comprehensive Study
Abstract. Previous researches on advanced representations for document retrieval have shown that statistical state-of-the-art models are not improved by a variety of different ling...
Alessandro Moschitti, Roberto Basili
FLAIRS
2006
14 years 10 months ago
Corpus Based Unsupervised Labeling of Documents
Text categorization involves mapping of documents to a fixed set of labels. A similar but equally important problem is that of assigning labels to large corpora. With a deluge of ...
Delip Rao, Deepak P, Deepak Khemani
IWIC
2007
Springer
15 years 3 months ago
Collaborative Platform for Multilingual Resource Development and Intercultural Communication
The Internet has already connected people and established a mature online community. The use of WWW is also in the main stream of disseminating one’s information and services. In...
Virach Sornlertlamvanich, Thatsanee Charoenporn, K...
KDD
2007
ACM
139views Data Mining» more  KDD 2007»
15 years 9 months ago
Raising the baseline for high-precision text classifiers
Many important application areas of text classifiers demand high precision and it is common to compare prospective solutions to the performance of Naive Bayes. This baseline is us...
Aleksander Kolcz, Wen-tau Yih
TREC
2004
14 years 10 months ago
BioText Team Experiments for the TREC 2004 Genomics Track
The BioText group participated in the two main tasks of the TREC 2004 Genomics track. Our approach to the ad hoc task was similar to the one used in the 2003 Genomics track, but d...
Preslav Nakov, Ariel S. Schwartz, Emilia Stoica, M...