... V., Pantel, P., & Crestan, E. (2009). Helpingeditors choose better seed sets for entity expan-sion. CIKM.Wang, R., & Cohen, W. (2007). Language-independent set expansion of named entities ... Moby, W for Word-Net, D for distributional similarity), and all threein combination (MWD). Third, whether active learning is used (+/-). Thus, logistic regression us-ing Moby and no activelearning ... baseline by 36%.1 IntroductionSet expansion is a well-studied NLP problemwhere a machine -learning algorithm is given afixed set of seed words and asked to find additionalmembers of the implied set....
... 2-64 A room is cooled by circulating chilled water through a heat exchanger, and the air is circulated through the heat exchanger by a fan. The contribution of the fan-motor assembly to the ... Answer (d) 204 m Solution Solved by EES Software. Solutions can be verified by copying-and-pasting the following lines on a blank EES screen. (Similar problems and their solutions can ... Answer (a) 1 lbf Solution Solved by EES Software. Solutions can be verified by copying-and-pasting the following lines on a blank EES screen. (Similar problems and their solutions can...
... word, and experienced more ashindrance than as help. This surfaces a puzzle: enterprises rely more and moreon professionals and knowledge workers, but such people often resist beingmanaged and ... retainthis energy:A learning company is an organisation that facilitates the learning of all itsmembers and consciously transforms itself and its context.(Pedler, Burgoyne and Boydell, 1997, ... discovery and learning. In the learning organisation, leadershipcan be defined as learning on behalf of the organisation.Is Challenge 2: creating a learning organisation a challenge for you and yourcolleagues?...
... supervised learning is now a stan-dard approach to achieve high-performance in nat-ural language processing. However, the weaknessof supervised learningapproach is to need an anno-tated corpus, ... that active learning works quite well and it significantly reduces labeledexamples to be required. Let us see how many la-beled examples are required to achieve 96.0 % ac-curacy. In activelearning ... passive learning, in which a classifiergets labeled examples randomly. Activelearning isa general framework and does not depend on tasksor domains. It is expected that activelearning willreduce...
... the percentage of added hand labeled examples and catch up that of human and converge at 30 per-centage added points. This result suggests that our proposed approach can reduce the labor cost ... combined active learning and semi-supervised learning technique 61 man labeled negative examples in initial training data is the same as that of positive examples in figure 3. Human labeling ... a method of activelearning for WSD with pseudo negative examples, which are selected from unlabeled data by a classifier trained with positive and unlabeled examples. McCallum and Nigam (1998)...
... a procedure-oriented language. Inthis book a dialect of FORTRAN called FORTRAN 77 is used exclu-sively. FORTRAN 77 is a new dialect of FORTRAN which incorporatesnew control statements and which ... America. No part of this publicationmay be reproduced, stored in a retrieval system, or transmitted, in anyform or by any means, electronic, mechanical, photocopying, recording orotherwise, without ... being contained withinthe range determined by the maximum and minimum values. This methodrequires more than twice the amount of computer time and about twice thestorage of a standard run. Moreover,...
... are formed by the separation of a dissolved substance from a saturated solu-tion. Perfect crystals can best be obtained in this case by keep-ing the solution at a constant temperature and allowing ... 1910, 1916, BY ARTHUR A. BLANCHARD1908 Copyright renewed 19351910 Copyright renewed 1937COPYRIGHT, 1922, 1930, BY A. A. BLANCHARD AND J. W. PHELANCOPYBIQHT, 1936, BY ARTHUR A. BLANCHARD, ... extremelyinsoluble and is formed almost instantaneously when solutionscontaining the requisite components are mixed, the process is calledprecipitation and the insoluble substance is called the precipitate.If...
... second edition provides an updated and expanded synthesis of feedbacks andinteractions between insects and their environment.A number of recent studies haveadvanced understanding of feedbacks ... considered a climate change,rather than a disturbance, has not been determined. The combination of climateand geologic patterns, disturbances, and environmental changes creates a con-stantly ... diversityemphasized by the evolutionary approach is the basis for functional organizationemphasized by the ecosystem approach. Although the evolutionary approach has provided valuable explanations forhow...