GEometrical Models of Natural Language Semantics (2010)

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

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

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

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

Relatedness Curves for Acquiring Paraphrases
Georgiana Dinu | Grzegorz Chrupała

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

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

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

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

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