Tobigs Text Seminar, 14&15
AI/빅데이터 연합동아리 투빅스 텍스트 세미나입니다.
투빅스 14,15기가 모여 자연어처리를 공부하고, 해당 내용을 정리해 놓는 블로그입니다.
💻 커리큘럼 💻
❗ CS224 Winter2019 : Natural Language Processing with Deep Learning
| week | Date | lecture | Reviewer |
|---|---|---|---|
| 0주차 | Edwith 조경현 교수님 강의 1장 (배운 내용 Remind) | --- | |
| 1주차 | 2021.04.14. | lecture 1 - Introduction and Word Vectors | 강의정 |
| 2021.04.14. | lecture 2 - Word Vectors and Word Senses | 한유진 | |
| 2주차 | 2021.04.28. | lecture 3 - Word Window Classification, Neural Netowrks, and Matrix Calculus | 한유진 |
| 2021.04.28. | lecture 4 - Backpropagation and Computation Graphs | 조준혁 | |
| 3주차 | 2021.05.05. | lecture 5 - Linguistic Structure: Dependency Parsing | 김동현 |
| 2021.05.05. | lecture 6 - Language Models and RNNs | 이혜민 | |
| 4주차 | 2021.05.12. | lecture 7 - Vanishing Gradients, Fancy RNNs | 강재영 |
| 2021.05.12. | lecture 8 - Translation, Seq2Seq, Attention | 김재희 | |
| 5주차 | 2021.05.19. | lecture 10 - Question Answering | 정세영 |
| 2021.05.19. | lecture 11 - Convolutional Networks for NLP | 이정은 | |
| 6주차 | 2021.05.26. | lecture 12 - Subword Models | 이수민 |
| 2021.05.26. | lecture 13 - Contextual Word Embeddings | 이윤정 | |
| 7주차 | 2021.06.02. | lecture 14 - Transformers and Self-Attention | 조효원 |
| 2021.06.02. | lecture 15 - Natural Language Generation | 정재윤 | |
| 8주차 | 2021.06.23. | lecture 18 - Constituency Parsing, Tree RNNs | 정재윤 |
| 2021.06.23. | lecture 22 - BERT and Other Pre-trained Language Models | 박준영 |