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» Unsupervised cleansing of noisy text
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COLING
2010
12 years 11 months ago
Unsupervised cleansing of noisy text
In this paper we look at the problem of cleansing noisy text using a statistical machine translation model. Noisy text is produced in informal communications such as Short Message...
Danish Contractor, Tanveer A. Faruquie, L. Venkata...
ICDE
2003
IEEE
133views Database» more  ICDE 2003»
14 years 5 months ago
Text Joins for Data Cleansing and Integration in an RDBMS
An organization's data records are often noisy because of transcription errors, incomplete information, lack of standard formats for textual data or combinations thereof. A f...
Luis Gravano, Panagiotis G. Ipeirotis, Nick Koudas...
IJDAR
2007
82views more  IJDAR 2007»
13 years 4 months ago
Finding structure in noisy text: topic classification and unsupervised clustering
Premkumar Natarajan, Rohit Prasad, Krishna Subrama...
CICLING
2005
Springer
13 years 10 months ago
Unsupervised Evaluation of Parser Robustness
Abstract. This article describes an automatic evaluation procedure for NLP system robustness under the strain of noisy and ill-formed input. The procedure requires no manual work o...
Johnny Bigert, Jonas Sjöbergh, Ola Knutsson, ...
EMNLP
2010
13 years 2 months ago
Learning First-Order Horn Clauses from Web Text
Even the entire Web corpus does not explicitly answer all questions, yet inference can uncover many implicit answers. But where do inference rules come from? This paper investigat...
Stefan Schoenmackers, Jesse Davis, Oren Etzioni, D...