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ICML '06 Proceedings of the 23rd international conference on Machine learning
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Machine Translation
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CLEF'11 Proceedings of the Second international conference on Multilingual and multimodal information access evaluation
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ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
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NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
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This paper introduces several extractive approaches for automatic image tagging, relying exclusively on information mined from texts. Through evaluations on two datasets, we show that our methods exceed competitive baselines by a large margin, and compare favorably with the state-of-the-art that uses both textual and image features.