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Natural Language and the Computer Representation of Knowledge >> Content Detail



Lecture Notes



Lecture Notes

LEC #TOPICS
Week 1: Introduction: The NLP Enterprise, from Words to Meaning
1Introduction, Organization, Laboratories, Course Overview: Introduction to NLP, Main Issues, fsa's
(PDF)
Week 2: Word Modeling: Automata and Linguistics
2Linguistics: Phonology and Morphology I, 2-level morphology, Kimmo
(PDF - 1.6 MB)
3Linguistics: Phonology and Morphology II
(PDF)
Week 3: Word Modeling: Statistical Approaches and Part of Speech Tagging
No lecture
HMM Tagging, Statistical Transformation
Rule-Based Tagging, Precision, Recall, Accuracy
(PDF - 3.5 MB)
Week 4: Linguistics and Grammars; Parsing Algorithms I
Part of Speech Tagging: The Brill Tagger
(PDF - 1.8 MB)
Introduction to Parsing, Linguistics: Syntax & Parsing
(PDF - 1.9 MB)
Week 5: Parsing Algorithms II
Shift-Reduce Parsers in Detail, Earley's Algorithm and Chart Parsing
(PDF - 2.8 MB)
Context-Free Parsing and Beyond: Efficiency Issues, Feature-Based Parsing, NL System Design
(PDF - 2.5 MB)
Week 6: Parsing Algorithms and the Lexicon
9Shift-Reduce Parsers in Detail, Earley's Algorithm and Chart Parsing (PDF)
10Parsing with an Integrated Lexicon - The Question of Syntactic Features
(PDF)
Week 7: Semantic Interpretation
11Semantic Interpretation I: Compositionality
(PDF)
12Semantic Interpretation II: Compositionality and Quantifiers
(PDF - 2.8 MB)
Week 8: Feature Parsing; Tree Banks and Probabilistic Parsing
13Semantics III: Lexical Semantics
(PDF)
14Semantics IV: Lexical Semantics
(PDF)
Week 9: Semantics II
15Semantics V: Constraint-Based Systems
16Semantics V: Constraint-Based Systems
(PDF - 1.6 MB)
Week 10: Machine Translation I and II
17Machine Translation I
(PDF - 1.4 MB)
18Machine Translation II
Week 11: Machine Translation III
19 Machine Translation III
(PDF - 1.5 MB)
Week 12: Machine Translation IV
Project Discussion Day
20Machine Translation IV
(PDF)
Week 13: Language Learning
21Language Learning I
(PDF)
22Language Learning II
(PDF)
Week 14: Evolutionary Models of Language Learning and Origins
23Computational Models of Language Change, I
24Computational Models of Language Change and the Origins of Language

 








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