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NAACL
2010
15 years 4 months ago
Multi-document Summarization via Budgeted Maximization of Submodular Functions
We treat the text summarization problem as maximizing a submodular function under a budget constraint. We show, both theoretically and empirically, a modified greedy algorithm can...
Hui Lin, Jeff Bilmes
NAACL
2010
15 years 4 months ago
Automatic Metaphor Interpretation as a Paraphrasing Task
We present a novel approach to metaphor interpretation and a system that produces literal paraphrases for metaphorical expressions. Such a representation is directly transferable ...
Ekaterina Shutova
NAACL
2010
15 years 4 months ago
Inducing Synchronous Grammars with Slice Sampling
This paper describes an efficient sampler for synchronous grammar induction under a nonparametric Bayesian prior. Inspired by ideas from slice sampling, our sampler is able to dra...
Phil Blunsom, Trevor Cohn
NAACL
2010
15 years 4 months ago
Extending the METEOR Machine Translation Evaluation Metric to the Phrase Level
This paper presents METEOR-NEXT, an extended version of the METEOR metric designed to have high correlation with postediting measures of machine translation quality. We describe c...
Michael J. Denkowski, Alon Lavie
NAACL
2010
15 years 4 months ago
A Treebank Query System Based on an Extracted Tree Grammar
Recent work has proposed the use of an extracted tree grammar as the basis for treebank analysis and search queries, in which queries are stated over the elementary trees, which a...
Seth Kulick, Ann Bies