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170
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ACL
2007
15 years 8 months ago
Sparse Information Extraction: Unsupervised Language Models to the Rescue
Even in a massive corpus such as the Web, a substantial fraction of extractions appear infrequently. This paper shows how to assess the correctness of sparse extractions by utiliz...
Doug Downey, Stefan Schoenmackers, Oren Etzioni
ACL
2008
15 years 8 months ago
Smoothing a Tera-word Language Model
Frequency counts from very large corpora, such as the Web 1T dataset, have recently become available for language modeling. Omission of low frequency n-gram counts is a practical ...
Deniz Yuret
154
Voted
BILDMED
2008
129views Algorithms» more  BILDMED 2008»
15 years 8 months ago
Evaluating the Performance of Processing Medical Volume Data on Graphics Hardware
With the broad availability and increasing performance of commodity graphics processors (GPU), non-graphical applications have become an active field of research. However, leveragi...
Matthias Raspe, Guido Lorenz, Stefan Müller 0...
145
Voted
COLING
2008
15 years 8 months ago
Normalizing SMS: are Two Metaphors Better than One ?
Electronic written texts used in computermediated interactions (e-mails, blogs, chats, etc) present major deviations from the norm of the language. This paper presents an comparat...
Catherine Kobus, François Yvon, Géra...
COLING
2008
15 years 8 months ago
Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora
tra Statistical machine translation systems are usually trained on large amounts of bilingual text and monolingual text. In this paper, we propose a method to perform domain adapta...
Hua Wu, Haifeng Wang, Chengqing Zong