118 search results - page 1 / 24 » Scaling Distributional Similarity to Large Corpora |
ACL
2006
13 years 6 months ago
2006
Accurately representing synonymy using distributional similarity requires large volumes of data to reliably represent infrequent words. However, the na
LREC
2008
13 years 6 months ago
2008
Deep processing of natural language requires large scale lexical resources that have sufficient coverage at a sufficient level of detail and accuracy (i.e. both recall and precisi...
ACL
2008
13 years 6 months ago
2008
In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
TON
2010
12 years 11 months ago
2010
Abstract--After the seminal work by Taqqu et al. relating selfsimilarity to heavy-tailed distributions, a number of research articles verified that aggregated Internet traffic time...
COLING
2010
12 years 11 months ago
2010
A distributed system is described that reliably mines parallel text from large corpora. The approach can be regarded as cross-language near-duplicate detection, enabled by an init...