Buffl
Buffl

NLP

JJ
by Jo J.

Content

01. Introduction

13 cards

02. Foundations of Text Classification

13 cards

03. IR - Introduction, Evaluation

20 cards

04. IR- Word Representation and Data Collection

12 cards

05. IR - Simple Neural Techniques

14 cards

06. IR-Transformer Architecture

12 cards

07. IR - Dense Retrieval

21 cards

08. IR- Knowledge Destillation

10 cards

09. IR - Neural Re-Ranking

19 cards

10. LLM - Foundation

12 cards

11. LLM - Neural LLM, Tokenization

9 cards

12. LLM - Adaption

14 cards

13. LLM - Prompting, Alignment, Instruction Tuning

11 cards

14. LLM - Long Context, RAG

15 cards

15. LLM - Scaling, Computation Costs

9 cards
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Author

Jo J.

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