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INEX
2009
Springer
14 years 2 months ago
Overview of the INEX 2009 Ad Hoc Track
This paper gives an overview of the INEX 2009 Ad Hoc Track. The main goals of the Ad Hoc Track were three-fold. The first goal was to investigate the impact of the collection scal...
Shlomo Geva, Jaap Kamps, Miro Lehtonen, Ralf Schen...
CIKM
2010
Springer
13 years 7 months ago
A probabilistic topic-connection model for automatic image annotation
The explosive increase of image data on Internet has made it an important, yet very challenging task to index and automatically annotate image data. To achieve that end, sophistic...
Xin Chen, Xiaohua Hu, Zhongna Zhou, Caimei Lu, Gai...
EMNLP
2009
13 years 7 months ago
Web-Scale Distributional Similarity and Entity Set Expansion
Computing the pairwise semantic similarity between all words on the Web is a computationally challenging task. Parallelization and optimizations are necessary. We propose a highly...
Patrick Pantel, Eric Crestan, Arkady Borkovsky, An...
LREC
2010
199views Education» more  LREC 2010»
13 years 11 months ago
Building a Cross-lingual Relatedness Thesaurus using a Graph Similarity Measure
The Internet is an ever growing source of information stored in documents of different languages. Hence, cross-lingual resources are needed for more and more NLP applications. Thi...
Lukas Michelbacher, Florian Laws, Beate Dorow, Ulr...
EMNLP
2010
13 years 7 months ago
Translingual Document Representations from Discriminative Projections
Representing documents by vectors that are independent of language enhances machine translation and multilingual text categorization. We use discriminative training to create a pr...
John Platt, Kristina Toutanova, Wen-tau Yih