5 search results - page 1 / 1 » Memory-based context-sensitive spelling correction at web sc... |
ICMLA
2007
13 years 6 months ago
2007
We study the problem of correcting spelling mistakes in text using memory-based learning techniques and a very large database of token n-gram occurrences in web text as training d...
EMNLP
2011
12 years 4 months ago
2011
COLING
2010
12 years 11 months ago
2010
This paper makes three significant extensions to a noisy channel speller designed for standard written text to target the challenging domain of search queries. First, the noisy ch...
ACL
2010
13 years 2 months ago
2010
In this paper, we systematically assess the value of using web-scale N-gram data in state-of-the-art supervised NLP classifiers. We compare classifiers that include or exclude fea...
WWW
2010
ACM
13 years 11 months ago
2010
ACM
It has been widely observed that search queries are composed in a very different style from that of the body or the title of a document. Many techniques explicitly accounting for...