monsoon22-ANLP

Notes and resources for the Advanced NLP course at IIIT Hyderabad.

Lecture Contents

Week 2
- Lecture 1 (04 August, Thursday)
  - Machine Learning
Week 3
- Lecture 2 (08 August, Monday)
  - NLP with ML
- Lecture 3 (11 August, Thursday)
  - NLP with ML (contd.)
Week 4
- Lecture 4 (18 August, Thursday)
  - NLP with ML (contd.)
Week 5
- Lecture 5 (22 August, Monday)
  - NLP with ML (contd.)
Week 6
- Lecture 6 (29 August, Monday)
  - Attention
- Lecture 7 (01 September, Thursday)
  - Attention (contd.)
Week 7
- Lecture 8 (05 September, Monday)
  - Components of Seq2seq
    - Encoder
- Lecture 9 (08 September, Thursday)
  - Components of Seq2seq
    - Encoder (contd.)
Week 8
- Lecture 10 (12 September, Monday)
  - Transformers
    - Positional Encoding
    - Scaled Dot-Product Attention
    - Position-Wise Feedforward Networks
- Lecture 11 (15 September, Thursday)
  - Transformers (contd.)
    - Add & Norm
    - Decoder
Week 10
- Lecture 12 (26 September, Monday)
  - Miscellaneous Theory
- Lecture 13 (29 September, Thursday)
  - BERT
Week 13
- Lecture 14 (20 October, Thursday)
  - Generative Models
Week 14
- Lecture 15 (24 October, Monday)
  - Generative Models (contd.)
    - Summarisation
- Lecture 16 (27 October, Thursday)
  - Generative Models (contd.)
    - Summarisation (contd.)
Week 15
- Lecture 17 (03 November, Thursday)
  - Generative Models (contd.)
    - Abstractive Summarisation
    - Machine Reading Comprehension
Week 16
- Lecture 18 (07 November, Monday)
  - Generative Models (contd.)
    - GPT
- Lecture 19 (10 November, Thursday)
  - Generative Models
    - GPT (contd.)
Week 17
- Lecture 20 (14 November, Monday)
  - Not really sure lol

Abhinav271828/monsoon22-ANLP

monsoon22-ANLP

Lecture Contents