Modern natural language processing
CS-552
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Description
For last year's recorded lecture videos
CS-552 Modern natural language processing
[2025] 33-34: Tokenization & Multilingual LMs
02.06.2025, 12:47
[2025] 31-32: Interpretability
21.05.2025, 15:05
Lecture: Wednesday May 21
[2025] Tutorial Session for Project Compute and Evaluation
12.05.2025, 15:40
[2025] Guest Lecture from Mistral: Scaling Laws
12.05.2025, 15:27
[2025] 27-28: Scaling & Compression
07.05.2025, 15:32
[2025] RAG
06.05.2025, 21:32
[2025] 25-26: Tool-Augmented LLMs + Multimodality
04.05.2025, 21:40
[2025] 22-24: Tokenization + Question Answering + Reading comprehension
16.04.2025, 13:36
[2025] Project description
14.04.2025, 15:09
[2025] 19: In-context Learning, Instruction Tuning, and Preference Optimization
03.04.2025, 01:02
[2025] 18: Natural Language Generation: Evaluation
27.03.2025, 15:43
Lecture: Thursday Mar 27
[2025] 16-17: Natural Language Generation: Task, Decoding & Training
26.03.2025, 14:58
Lecture: Wednesday Mar 26
[2025] 13 + 14: Transfer Learning: Dataset Biases
19.03.2025, 13:46
Lecture: Wednesday Mar 19
[2025] 10: Pretrained Representations: GPT + ELMo + BERT
13.03.2025, 11:45
[2025] 11: Pretrained Representations: BART + T5
13.03.2025, 11:19
[2025] 9: Transformers Pretraining
06.03.2025, 15:00
Lecture: Thursday Mar 6
[2025] 7-8: Sequence to Sequence Models & Transformers
05.03.2025, 13:55
Lecture: Wednesday Mar 5
[2025] 6: Recurrent Neural Networks
02.03.2025, 20:50
[2025] 4-5: Classical Language Models
26.02.2025, 17:49
Lecture: Wednesday Feb 26
[2025] 3: Word Embeddings
23.02.2025, 14:32
Lecture: Thursday Feb 20
[2025] 1-2: Introduction & Simple neural classifier
23.02.2025, 14:27
Lecture: Wednesday Feb. 19
[2024] - 32. What comes next?
25.05.2024, 13:17
Week 13 - Part 2
Lecture date: Thursday, 23 May [2024]
[2024] - 31. Multimodality: Language & Vision
25.05.2024, 10:52
Week 13: Part 1
Lecture date: Wednesday, May 22 [2024]
[2024] - 29+30. Question Answering & Reading Comprehension
20.05.2024, 10:43
Lecture date: Wednesday, 15 May [2024]
[2024] - 28. Interpretability
12.05.2024, 14:56
Lecture date: Wednesday, 8 May [2024]
[2024] - Izar Cluster Tutorial
03.05.2024, 19:01
Week 10: Part 4
Tutorial date: Thursday, 2 May [2024]
[2024] - 27. Natural Language Processing for Signed Languages
03.05.2024, 11:44
Week 10: Part 3
Lecture date: Thursday, 2 May [2024]
[2024] - 26. Multilingual NLP
01.05.2024, 16:34
Week 10: Part 2
Lecture date: Wednesday, 1 May [2024]
[2024] - 25. Tokenization
01.05.2024, 16:32
Week 10: Part 1
Lecture date: Wednesday, 1 May [2024]
[2024] - 24. Ethical Consideration in Natural Language Processing
25.04.2024, 14:13
Week 9: Part 1
Lecture date: Wednesday, 24 April [2024]
[2024] - 22. Scaling Language Models
18.04.2024, 17:57
Week 8: Part 1
Lecture date: Wednesday, 17 April [2024]
[2024] - 23. Model Compression
17.04.2024, 09:44
Lecture date: Wednesday, 17 April [Recordings from 2023]
[2024] - 21. Project Description
11.04.2024, 18:49
Week 7: Part 2
Lecture date: Thursday, 11 April [2024].
[2024] - 19-20. From GPT to ChatGPT: In-context Learning, Instruction Tuning, and Preference Optimization
10.04.2024, 23:45
Lecture date: Wednesday, 10 April [2024].
[2024] - 18. Natural Language Generation: Evaluation
28.03.2024, 15:42
Lecture date: Thursday, 28 March
[2024] - 16-17. Natural Language Generation: Decoding & Training
28.03.2024, 13:38
Week 6 - Part 1
Lecture date: Wednesday, 27 March.
[2024] - 15. Natural Language Generation: Task
22.03.2024, 12:24
Week 5 - Part 2
Lecture date: Thursday, 21 March.
[2024] - 13-14. Data: Collection, Annotation, and Biases
21.03.2024, 11:04
Lecture date: Wednesday, 20 March.
[2024] - 12. Pretraining Sequence-toSequence Models: BART + T5
11.03.2024, 09:07
Week 4 - Part 2
Lecture date: Thursday, 14 March.
[2024] - 10-11. Contextual Representations: ELMO & BERT
11.03.2024, 09:00
Week 4 - Part 1
Lecture date: Wednesday, 13 March.
[2024] - 09. Transformers Part 2
07.03.2024, 19:14
Week 3 - Part 3
Lecture date: Thursday, 7 March [2024]
[2024] - 08. From Attention to Transformers
07.03.2024, 10:12
Week 3 - Part 2
Lecture date: Wednesday, 6 March [2024]
[2024] - 07. Sequence to Sequence Models
06.03.2024, 19:32
Week 3 - Part 1
Lecture date: Wednesday, 6 March [2024]
[2024] - 06. Recurrent Neural Networks
29.02.2024, 14:51
Week 2 - Part 3
Lecture date: Thursday, 29 Feb. [2024]
[2024] - 05. Language Models: Fixed-context Neural Models
28.02.2024, 22:32
Week 2 - Part 2
Lecture date: Wednesday, 28 Feb. [2024]
[2024] - 04. Classical Language Models
28.02.2024, 22:26
Week 2 - Part 1
Lecture date: Wednesday, 28 Feb. [2024]
[2024] - 03. Neural Word Embeddings
26.02.2024, 17:21
Week 1 - Part 3
Lecture date: Thursday, 22 Feb. [2024]
[2024] - 01. Introduction
26.02.2024, 14:51
Week 1 - Part 1
Lecture date: Wednesday, 21 Feb. [2024]
CS-552: Modern NLP - 34-35. Reading Comprehension
05.06.2023, 00:49
Week 12 - Part 1
Lecture date: Wednesday 17 May
CS-552: Modern NLP - 31. Interpretability & Analysis
05.06.2023, 00:31
Week 11
Lecture date: Wednesday 10 May
CS-552: Modern NLP - 27. Ethical Considerations in Natural Language Processing
05.05.2023, 20:01
Week 10
Lecture date: Wednesday 3 May
CS-552: Modern NLP - 25. Model Compression
29.04.2023, 02:09
Week 9 - Part 2
Lecture date: Wednesday 26 Apr.
CS-552: Modern NLP - 24. Scaling Language Models
29.04.2023, 01:21
Week 9 - Part 1
Lecture date: Wednesday 26 Apr.
CS-552: Modern NLP - 22-23. From GPT to ChatGPT
22.04.2023, 11:07
Week 8
Lecture date: Wednesday 19 Apr.
CS-552: Modern NLP - Project Description
20.04.2023, 20:16
Week 8
Session date: Thursday 20 Apr.
CS-552: Modern NLP - 21. Natural Language Generation: Evaluation
10.04.2023, 16:13
Week 7 - Part 2
Lecture date: Thursday 6 Apr.
CS-552: Modern NLP - 19-20. Natural Language Generation: Decoding & Training
10.04.2023, 16:08
Week 7 - Part 1
Lecture date: Wednesday 5 Apr.
CS-552: Modern NLP - 18. Natural Language Generation: Task
02.04.2023, 14:06
Week 6 - Part 2
Lecture date: Thursday 30 Mar.
CS-552: Modern NLP - Assignment 2 - Q&A session
02.04.2023, 13:41
Week 6
Session date: Wednesday 29 Mar.
CS-552: Modern NLP - 16-17. Data: Collection, Annotation & Biases
02.04.2023, 12:37
Week 6 - Part 1
Lecture date: Wednesday 29 Mar.
CS-552: Modern NLP - 15. Pretraining Sequence-to- Sequence Models: BART + T5
26.03.2023, 22:40
Week 5 - Part 2
Lecture date: Thursday 23 Mar.
CS-552: Modern NLP - 13-14. Contextual Representations: ELMo & BERT
26.03.2023, 22:37
Week 5 - Part 1
Lecture date: Wednesday 22 Mar.
CS-552: Modern NLP - 12. Transformers (Part 2)
17.03.2023, 11:36
Week 4 - Part 3
Lecture date: Thursday 16 Mar.
CS-552: Modern NLP - 11. Decoding from Neural Models
17.03.2023, 11:11
Week 4 - Part 2
Lecture date: Wednesday 15 Mar.
CS-552: Modern NLP - 10. From Attention to Transformers
17.03.2023, 11:05
Week 4 - Part 1
Lecture date: Wednesday 15 Mar.
CS-552: Modern NLP - 09. Theoretical Properties of RNNs
11.03.2023, 20:10
Week 3 - Part 3
Lecture date: Thursday 9 Mar.
CS-552: Modern NLP - 08. Sequence to Sequence Models
11.03.2023, 19:46
Week 3 - Part 2
Lecture date: Wednesday 8 Mar.
CS-552: Modern NLP - 07. Recurrent Neural Networks: LSTMs & GRUs
11.03.2023, 19:26
Week 3 - Part 1
Lecture date: Wednesday 8 Mar.
CS-552: Modern NLP - 06. Recurrent Neural Networks
05.03.2023, 23:19
Week 2 - Part 2
Lecture date: Thursday 2 Mar.
CS-552: Modern NLP - 04-05. Classical Language Models
05.03.2023, 23:17
Week 2 - Part 1
Lecture date: Wednesday 1 Mar.
CS-552: Modern NLP - 03. Neural Word Embeddings
28.02.2023, 09:31
Week 1 - Part 3
Lecture date: Thursday 23 Feb.
CS-552: Modern NLP - 02. A simple neural classifier
27.02.2023, 22:55
Week 1 - Part 2
Lecture date: Wednesday 22 Feb.
CS-552: Modern NLP - 01. Introduction
26.02.2023, 23:56
Week 1 - Part 1
Lecture date: Wednesday 22 Feb.