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CMU Advanced NLP: Syntax and Semantics

Graham Neubig via YouTube

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Overview

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This advanced lecture examines dependency parsing, feature structures, verb subcategorization, semantic roles, PropBank and FrameNet, and formal semantic representation including model-theoretic semantics and quantifiers.

Syllabus

Intro
Methodology
Graphbased dependency parser
Contextfree grammars
Linguistic features
Feature structure
Constraint equations
Example
Verb Arguments
Verb Properties
Unification
Background Knowledge
Semantics
Model theoretic semantics
Formal model
Logic
Quantifiers
True Statements
Theorem Provers
The Problem
The Theme
Roles
Subcategorization Frames
Theme Frames
Diaphysis Alteration

Taught by

Graham Neubig

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