Explore word segmentation and morphology in this advanced Natural Language Processing lecture from Carnegie Mellon University. Delve into the complexities of defining a "word," learn about tokenization techniques, and examine morphological analysis across various language types. Discover unsupervised subword segmentation methods and gain insights into finite state automata and transducers. Investigate linguistic and meaning analysis, two-level morphology, and spelling rules. Enhance your understanding of advanced NLP concepts through this comprehensive exploration of word-level language processing.
Overview
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
