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11,778
Using Lexical Chains for Text Summarization
, 1997
"... We investigate one technique to produce a summary of an original text without requiring its full semantic interpretation, but instead relying on a model of the topic progression in the text derived from lexical chains. We present a new algorithm to compute lexical chains in a text, merging several r ..."
Abstract
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Cited by 451 (9 self)
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We investigate one technique to produce a summary of an original text without requiring its full semantic interpretation, but instead relying on a model of the topic progression in the text derived from lexical chains. We present a new algorithm to compute lexical chains in a text, merging several
Parallel Networks that Learn to Pronounce English Text
- COMPLEX SYSTEMS
, 1987
"... This paper describes NETtalk, a class of massively-parallel network systems that learn to convert English text to speech. The memory representations for pronunciations are learned by practice and are shared among many processing units. The performance of NETtalk has some similarities with observed h ..."
Abstract
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Cited by 549 (5 self)
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This paper describes NETtalk, a class of massively-parallel network systems that learn to convert English text to speech. The memory representations for pronunciations are learned by practice and are shared among many processing units. The performance of NETtalk has some similarities with observed
RCV1: A new benchmark collection for text categorization research
- JOURNAL OF MACHINE LEARNING RESEARCH
, 2004
"... Reuters Corpus Volume I (RCV1) is an archive of over 800,000 manually categorized newswire stories recently made available by Reuters, Ltd. for research purposes. Use of this data for research on text categorization requires a detailed understanding of the real world constraints under which the data ..."
Abstract
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Cited by 663 (11 self)
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Reuters Corpus Volume I (RCV1) is an archive of over 800,000 manually categorized newswire stories recently made available by Reuters, Ltd. for research purposes. Use of this data for research on text categorization requires a detailed understanding of the real world constraints under which
Improving retrieval performance by relevance feedback
- Journal of the American Society for Information Science
, 1990
"... Relevance feedback is an automatic process, introduced over 20 years ago, designed to produce improved query formulations following an initial retrieval operation. The principal relevance feedback methods described over the years are examined briefly, and evaluation data are included to demonstrate ..."
Abstract
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Cited by 756 (6 self)
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the effectiveness of the various methods. Prescriptions are given for conducting text re-trieval operations iteratively using relevance feedback. Introduction to Relevance Feedback It is well known that the original query formulation process is not transparent to most information system users. In particular
Stacked generalization
- NEURAL NETWORKS
, 1992
"... This paper introduces stacked generalization, a scheme for minimizing the generalization error rate of one or more generalizers. Stacked generalization works by deducing the biases of the generalizer(s) with respect to a provided learning set. This deduction proceeds by generalizing in a second sp ..."
Abstract
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Cited by 731 (9 self)
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space whose inputs are (for example) the guesses of the original generalizers when taught with part of the learning set and trying to guess the rest of it, and whose output is (for example) the correct guess. When used with multiple generalizers, stacked generalization can be seen as a more
Original Text © Astro, Ltd., 2011.
"... Recently, RF phase shifters that exploit photonic approaches have attracted considerable attention because of their potential use in microwave systems [1, 2]. Photonic devices have numerous advantages over ..."
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Recently, RF phase shifters that exploit photonic approaches have attracted considerable attention because of their potential use in microwave systems [1, 2]. Photonic devices have numerous advantages over
Original Text © Astro, Ltd., 2011.
"... A longhaul or largescale fiber sensor system gen erally is composed of a fiber Bragg grating (FBG) based sensing system and a control center (CC) [1, 2]. The CC is responsible for providing the light source ..."
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A longhaul or largescale fiber sensor system gen erally is composed of a fiber Bragg grating (FBG) based sensing system and a control center (CC) [1, 2]. The CC is responsible for providing the light source
Original Text © Astro, Ltd., 2011.
"... Gold nanoparticles (Au NPs) have found broad applications in nanomaterials and nanobiotechnology [1, 2]. Au NPs have found use, for example, as local heat sources causing plasma membrane permeability ..."
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Gold nanoparticles (Au NPs) have found broad applications in nanomaterials and nanobiotechnology [1, 2]. Au NPs have found use, for example, as local heat sources causing plasma membrane permeability
Results 1 - 10
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11,778
