Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics

Roberto Basili, Marco Pennacchiotti (Editors)


Anthology ID:
W10-28
Month:
July
Year:
2010
Address:
Uppsala, Sweden
Venues:
GEMS | WS
SIG:
Publisher:
Association for Computational Linguistics
URL:
https://www.aclweb.org/anthology/W10-28
DOI:
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PDF:
http://aclanthology.lst.uni-saarland.de/W10-28.pdf

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Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Roberto Basili | Marco Pennacchiotti

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Capturing Nonlinear Structure in Word Spaces through Dimensionality Reduction
David Jurgens | Keith Stevens

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Manifold Learning for the Semi-Supervised Induction of FrameNet Predicates: An Empirical Investigation
Danilo Croce | Daniele Previtali

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What Is Word Meaning, Really? (And How Can Distributional Models Help Us Describe It?)
Katrin Erk

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Relatedness Curves for Acquiring Paraphrases
Georgiana Dinu | Grzegorz Chrupała

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A Regression Model of Adjective-Noun Compositionality in Distributional Semantics
Emiliano Guevara

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Semantic Composition with Quotient Algebras
Daoud Clarke | Rudi Lutz | David Weir

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Expectation Vectors: A Semiotics Inspired Approach to Geometric Lexical-Semantic Representation
Justin Washtell

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Sketch Techniques for Scaling Distributional Similarity to the Web
Amit Goyal | Jagadeesh Jagarlamudi | Hal Daumé III | Suresh Venkatasubramanian

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Active Learning for Constrained Dirichlet Process Mixture Models
Andreas Vlachos | Zoubin Ghahramani | Ted Briscoe