lecture slides

Below are the links to all slides covered in class. Slides will be posted as soon as they are available.

Lecture #	Date	Topic	Slides	Recording	Quiz
0	5 Sept	NLP Intro: Brief History and Context	Slides	Recording	Quiz 0
1	10 Sept	Tasks and Benchmarks	Slides	Recording	Quiz 1
2	12 Sept	BOW Text Classifiers	Slides	Recording	Quiz 2
3	17 Sept	Distributional Hypothesis & Word Embeddings	Slides	Recording	Quiz 3
4	19 Sept	Topic Modeling	Slides	Recording	Quiz 4
5	24 Sept	Statistical Machine Translation	Slides	Recording	Quiz 5
6	26 Sept	Language Modeling Basics	Slides	Recording	Quiz 6
7	1 Oct	Neural Architectures Part 1: MLPs, RNNs and Word Embeddings	Slides	Recording	Quiz 7
8	3 Oct	Neural Architectures Part 2: LSTMs and Transformers	Slides	Recording	Quiz 8
9	8 Oct	Guest Lecture: Will Louis [ZOOM]		Recording
10	10 Oct	Transformers contd. [ZOOM]		Recording
11	15 Oct	Pretrained Language Models	Slides	Recording	Quiz 9
12	17 Oct	Prompting and Post-Training	Slides	Recording	Quiz 10
13	22 Oct	Prompting and Post-Training contd.	Slides	Recording
14	24 Oct	NO CLASS
15	29 Oct	Morphology, Tokenization	Slides	Recording	Quiz 11
16	31 Oct	Lexicon (Part of Speech, Word Sense)	Slides	Recording	Quiz 12
	5 Nov	NO CLASS: Election Day
17	7 Nov	Grammars and Parsing	Slides	Recording	Quiz 13
18	12 Nov	Semantic Representations and Parsing	Slides	Recording	Quiz 14
19	14 Nov	Interpretability/Midterm Review		Recording
20	19 Nov	Midterm Review		Recording
21	21 Nov	MIDTERM!
	26 Nov	NO CLASS: Thanksgiving
	28 Nov	NO CLASS: Thanksgiving
22	3 Dec	Multimodal LLMs and LLMs for non-language tasks
23	5 Dec	Evaluation and Benchmarking Revisited