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CMU Advanced NLP: Word Segmentation and Morphology

Graham Neubig via YouTube

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This advanced lecture examines what constitutes a word, tokenization, morphology, and morphological analysis, including unsupervised subword segmentation. It uses linguistic analysis and finite-state automata and transducers to model spelling changes and word formation.

Syllabus

Introduction
Whats a word
Word Segmentation
Traditional Word Segmentation
Morphology
Language typology
Eskimo
Fusional languages
Proto IndoEuropean
Type Tokens
Linguistic Side
Recognition vs Parsing
Spelling Changes
Finite State Automata
Adjectives
Linguistic Analysis
Meaning Analysis
TwoLevel Morphology
Finite State Transducer
Spelling Rules
E Compose

Taught by

Graham Neubig

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