web addresses / search process / search terms / web-based frequencies / web count / web-based approach scales / search term / web-based approach / unsupervised web-based models / web searches / copyright/server / Web Counts Following Keller / web-based heuristics / web-based methods / Web API / exhaustive search / web queries / expectation maximization algorithm / corpus query tool / web-scale data sets / morphological tools / web search engine / web-based and corpus-based models / Web-based services General Terms / search engines / Web Counts As / natural language processing / Web-based Models / web data / search engine / web counts / web-based model / web frequencies / be estimated using web counts / /
NaturalFeature
Task MT / /
Organization
FRANK KELLER University of Edinburgh Previous / National Park Service / School of Informatics / Interpol / /
Person
John Carroll / MIRELLA LAPATA / Meaning / Baseline Prescher / Ling Sem Syn / Chirac / Jean V / / /
Position
model / Web-based services General / Cao / /
Product
Gsearch corpus query tool / Gsearch / /
Technology
machine translation / API / expectation maximization algorithm / search engine / html / Natural Language Processing / artificial intelligence / http / /
Web-based Models for Natural Language Processing MIRELLA LAPATA and FRANK KELLER University of Edinburgh Previous work demonstrated that web counts can be used to approximate bigram counts, thus suggesting that web-based