Lectures related to Dependency grammar

Syntactic Parsing and Graph2Graph Transformers

Covers syntactic parsing, dependency grammar, and graph-based neural network parsing.

Explores optimizing graph pattern matching with work-sharing techniques and context-aware parallelization for pattern mining at scale.

Syntactic Parsing: Dependency Structure

Covers syntactic structure, dependency parsing, and neural network transition-based parsing, highlighting the importance of dependency structure in linguistic analysis.

Neural Network Syntactic Parsing

Explores neural network-based syntactic parsing with iterative refinement for improved accuracy on complex graphs.

Context-Free Grammars

Covers context-free grammars, their equivalence to pushdown automata, and the hierarchy of grammar types.