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135
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ACL
2010
15 years 2 months ago
Compositional Matrix-Space Models of Language
We propose CMSMs, a novel type of generic compositional models for syntactic and semantic aspects of natural language, based on matrix multiplication. We argue for the structural ...
Sebastian Rudolph, Eugenie Giesbrecht
ACL
2010
15 years 2 months ago
Assessing the Role of Discourse References in Entailment Inference
Discourse references, notably coreference and bridging, play an important role in many text understanding applications, but their impact on textual entailment is yet to be systema...
Shachar Mirkin, Ido Dagan, Sebastian Padó
87
Voted
ACL
2010
15 years 2 months ago
A Risk Minimization Framework for Extractive Speech Summarization
In this paper, we formulate extractive summarization as a risk minimization problem and propose a unified probabilistic framework that naturally combines supervised and unsupervis...
Shih-Hsiang Lin, Berlin Chen
ACL
2010
15 years 2 months ago
A Tree Transducer Model for Synchronous Tree-Adjoining Grammars
A characterization of the expressive power of synchronous tree-adjoining grammars (STAGs) in terms of tree transducers (or equivalently, synchronous tree substitution grammars) is...
Andreas Maletti
ACL
2010
15 years 2 months ago
Estimating Strictly Piecewise Distributions
Strictly Piecewise (SP) languages are a subclass of regular languages which encode certain kinds of long-distance dependencies that are found in natural languages. Like the classe...
Jeffrey Heinz, James Rogers