unlabeled text | Sciweavers

39

EMNLP
2006

158views Natural Language Processing» more EMNLP 2006»

Boosting Unsupervised Relation Extraction by Using NER

14 years 25 days ago

Web extraction systems attempt to use the immense amount of unlabeled text in the Web in order to create large lists of entities and relations. Unlike traditional IE methods, the ...

Ronen Feldman, Benjamin Rosenfeld

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30

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AAAI
2006

113views Intelligent Agents» more AAAI 2006»

Kernel Methods for Word Sense Disambiguation and Acronym Expansion

14 years 26 days ago

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The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...

Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue...

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46

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NIPS
2008

119views Information Technology» more NIPS 2008»

Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text

14 years 26 days ago

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In this paper, we address the question of what kind of knowledge is generally transferable from unlabeled text. We suggest and analyze the semantic correlation of words as a gener...

Yi Zhang 0010, Jeff Schneider, Artur Dubrawski

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34

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IJCAI
2007

168views Artificial Intelligence» more IJCAI 2007»

One Class per Named Entity: Exploiting Unlabeled Text for Named Entity Recognition

14 years 26 days ago

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In this paper, we present a simple yet novel method of exploiting unlabeled text to further improve the accuracy of a high-performance state-of-theart named entity recognition (NE...

Yingchuan Wong, Hwee Tou Ng

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