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EMNLP
2006
13 years 9 months ago
Sentence ordering with manifold-based classification in multi-document summarization
In this paper, we propose a sentence ordering algorithm using a semi-supervised sentence classification and historical ordering strategy. The classification is based on the manifo...
Paul D. Ji, Stephen G. Pulman
EMNLP
2006
13 years 9 months ago
Statistical Ranking in Tactical Generation
In this paper we describe and evaluate several statistical models for the task of realization ranking, i.e. the problem of discriminating between competing surface realizations ge...
Erik Velldal, Stephan Oepen
EMNLP
2007
13 years 9 months ago
Hybrid Ways to Improve Domain Independence in an ML Dependency Parser
This  paper  reports   a   hybridization   experi­ ment, where a baseline ML dependency pars­ er,   LingPars,  was  allowed  access  to Con­ straint Grammar ...
Eckhard Bick
EMNLP
2007
13 years 9 months ago
A Constraint Satisfaction Approach to Dependency Parsing
We present an adaptation of constraint satisfaction inference (Canisius et al., 2006b) for predicting dependency trees. Three different classifiers are trained to predict weighte...
Sander Canisius, Erik Tjong Kim Sang
EMNLP
2007
13 years 9 months ago
Inducing Search Keys for Name Filtering
This paper describes ETK (Ensemble of Transformation based Keys) a new algorithm for inducing search keys for name filtering. ETK has the low computational cost and ability to ...
Karl Branting