teaching
key topics for the courses I teach.
LING101
Introduction to Linguistics
- Language and Communication – Definition of language, features of human communication, and comparison with animal communication.
- Phonetics and Phonology – Speech sounds, articulatory phonetics, phonemes, minimal pairs, and phonological rules.
- Morphology – Word structure, morphemes, derivation vs. inflection, and word formation processes.
- Syntax – Sentence structure, phrase types, and basic syntactic rules.
- Semantics and Pragmatics – Meaning in language, lexical semantics, context and implicature.
- Sociolinguistics – Language variation, dialects, registers, and social factors in language use.
- Historical Linguistics – Language change, comparative methods, and language families.
- Psycholinguistics – Language acquisition, comprehension, and cognitive processing of language.
- Typology and Universals – Linguistic diversity, word order typologies, and cross-linguistic generalizations.
LING201
Introduction to Syntax
- Basic Syntactic Concepts – Sentence, phrase, and clause distinctions.
- Constituency Tests – Substitution, movement, coordination, and deletion as tools for determining structure.
- Phrase Structure Rules – Building tree diagrams, understanding NP, VP, PP, etc.
- X-bar Theory – Introduction to the X-bar schema, complements vs. adjuncts.
- Syntactic Categories and Functions – Identifying subjects, objects, predicates, etc.
- Word Order – Basic word order patterns (SVO, SOV, etc.) and their implications.
- Movement – Basics of transformational rules, wh-movement, and head movement.
- Agreement and Case – Subject-verb agreement, nominative and accusative case assignment.
- Cross-Linguistic Variation – Language-specific syntactic structures, and comparison across languages.
LING301
Foundations of Syntactic Theory
- Generative Grammar – Core principles of Chomsky’s framework and its motivations.
- Universal Grammar (UG) – The notion of an innate grammatical framework.
- Deep Structure vs. Surface Structure – Understanding transformations in syntax.
- Binding Theory – Principles A, B, and C; anaphors, pronouns, and referential expressions.
- Theta Theory – Thematic roles (agent, patient, theme, etc.) and argument structures.
- Government and Binding – Historical concepts of government, c-command, and locality.
- Minimalist Program – Economy of derivation and representation, and core notions like Merge.
- Syntactic Parameters – Head directionality, null subjects, and other parameterized differences.
- Formalism and Tree Structures – Detailed analyses of syntax diagrams using modern theory.
LING401
Theories of Grammar
- Traditional Grammar – Prescriptive rules and grammar traditions.
- Structural Grammar – Bloomfieldian linguistics, and the focus on forms and patterns.
- Transformational-Generative Grammar (TGG) – Overview of Chomskyan theories and their evolution.
- Functional Grammar – Role of semantics and pragmatics in syntactic structures.
- Dependency Grammar – Relationships between words, focusing on syntactic dependencies.
- Lexical Functional Grammar (LFG) – Interactions between lexical entries and syntactic structures.
- Head-Driven Phrase Structure Grammar (HPSG) – Feature structures, unification-based approaches.
- Construction Grammar – Grammar as a collection of form-meaning pairings (constructions).
- Comparative Overview of Theories – Strengths and weaknesses of different models.
LING501
NLP for Linguistics
- Text Categorization - Topic modeling (e.g., LDA, NMF), Feature selection (TF-IDF, chi-square), Classification algorithms, Evaluation metrics (precision, recall, F1-score)
- Syntactic, Semantic and Pragmatic Analysis - Part-of-speech tagging, Dependency parsing, Named entity recognition (NER), Word sense disambiguation, Semantic role labeling
- Corpus-based Statistical Approaches - N-gram models and frequency distributions, Collocation extraction, Zipf’s law and lexical diversity, Statistical parsing, Word embeddings from corpora (e.g., Word2Vec, GloVe)
- NLP- Supervised and Unsupervised Learning Methods
- Simple Context-free Grammars - Parse trees and derivations, Chomsky normal form, Recursive descent parsing, LL and LR parsing techniques, Ambiguity in grammars, Syntax-directed translation