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» Structured Meanings in Computational Linguistics
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ACL
2010
15 years 4 months ago
Exemplar-Based Models for Word Meaning in Context
This paper describes ongoing work on distributional models for word meaning in context. We abandon the usual one-vectorper-word paradigm in favor of an exemplar model that activat...
Katrin Erk, Sebastian Padó
COLING
2002
15 years 6 months ago
Putting Frames in Perspective
This paper attempts to bridge the gap between FrameNet frames and inference. We describe a computational formalism that captures structural relationships among participants in a d...
Nancy Chang, Srini Narayanan, Miriam R. L. Petruck
COGSCI
2004
105views more  COGSCI 2004»
15 years 6 months ago
Intention, interpretation and the computational structure of language
I show how a conversational process that takes simple, intuitively meaningful steps may be understood as a sophisticated computation that derives the richly detailed, complex repr...
Matthew Stone
ACL
2008
15 years 8 months ago
Using Adaptor Grammars to Identify Synergies in the Unsupervised Acquisition of Linguistic Structure
Adaptor grammars (Johnson et al., 2007b) are a non-parametric Bayesian extension of Probabilistic Context-Free Grammars (PCFGs) which in effect learn the probabilities of entire s...
Mark Johnson
COLING
2010
15 years 1 months ago
Topic Models for Meaning Similarity in Context
Recent work on distributional methods for similarity focuses on using the context in which a target word occurs to derive context-sensitive similarity computations. In this paper ...
Georgiana Dinu, Mirella Lapata