5 search results - page 1 / 1 » Memory-based context-sensitive spelling correction at web sc... |
ICMLA
2007
14 years 19 days 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 11 months ago
2011
COLING
2010
13 years 6 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 9 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
14 years 6 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...