@article{TACL494,
        author = {Andrew Chisholm and Ben Hachey},
        title = {Entity Disambiguation with Web Links},
        journal = {Transactions of the Association for Computational Linguistics},
        volume = {3},
        year = {2015},
        keywords = {},
        abstract = {Entity disambiguation with Wikipedia relies on structured
information from redirect pages, article text, inter-article links, and
categories. We explore whether web links can replace a curated
encyclopaedia, obtaining entity prior, name, context, and coherence models
from a corpus of web pages with links to Wikipedia. Experiments compare web
link models to Wikipedia models on well-known CoNLL and TAC data sets.
Results show that using 34 million web links approaches Wikipedia
performance. Combining web link and Wikipedia models produces the best-known
disambiguation accuracy of 88.7 on standard newswire test data.},
        issn = {2307-387X},
        url =
{https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/494},
        pages = {145--156}
}