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ICML
2000
IEEE
14 years 8 months ago
Using Error-Correcting Codes for Text Classification
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
Rayid Ghani
ANLP
1994
94views more  ANLP 1994»
13 years 9 months ago
Handling Japanese Homophone Errors in Revision Support System for Japanese Texts; REVISE
Japanese texts frequently suffer from the homophone errors caused by the KANA-KANJI conversion needed to input the text. It is critical, therefore, for Japanese revision support s...
Masahiro Oku
AUSDM
2006
Springer
139views Data Mining» more  AUSDM 2006»
13 years 11 months ago
Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text
An increasing number of language and speech applications are gearing towards the use of texts from online sources as input. Despite such rise, not much work can be found in the as...
Wilson Wong, Wei Liu, Mohammed Bennamoun
ACL
2012
11 years 10 months ago
How Are Spelling Errors Generated and Corrected? A Study of Corrected and Uncorrected Spelling Errors Using Keystroke Logs
This paper presents a comparative study of spelling errors that are corrected as you type, vs. those that remain uncorrected. First, we generate naturally occurring online error c...
Yukino Baba, Hisami Suzuki
AIR
2004
97views more  AIR 2004»
13 years 7 months ago
Parsing Ill-Formed Text Using an Error Grammar
This paper presents a robust parsing approach which is designed to address the issue of syntactic errors in text. The approach is based on the concept of an error grammar which is ...
Jennifer Foster, Carl Vogel