109
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ACL
2015
10 years 2 days ago
2015
We introduce into Bayesian decipherment a base distribution derived from similarities of word embeddings. We use Dirichlet multinomial regression (Mimno and McCallum, 2012) to lea...
106
Voted
ACL
2015
10 years 2 days ago
2015
We describe the first version of the Media Frames Corpus: several thousand news articles on three policy issues, annotated in terms of media framing. We motivate framing as a phe...
108
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ACL
2015
10 years 2 days ago
2015
Continuous space word embeddings learned from large, unstructured corpora have been shown to be effective at capturing semantic regularities in language. In this paper we replace ...
113
Voted
ACL
2015
10 years 2 days ago
2015
In this paper, we propose the concept of summary prior to define how much a sentence is appropriate to be selected into summary without consideration of its context. Different fr...
115
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ACL
2015
10 years 2 days ago
2015
Prepositional phrases (PPs) express crucial information that knowledge base construction methods need to extract. However, PPs are a major source of syntactic ambiguity and still ...