The art of data in LLM era

Content

1. Data collection

2. Data curation

3. Data creation

4. Human in the loop

5. Harmlessness / Ethical consideration

6. Evaluation

7. Open problems and brainstorming

   1. data evaluation

   2. close the data-model loop

   3. other modalities

Data collection

Data curation

Data creation

Human in the loop

Harmlessness / Ethical consideration

Evaluation

Open problems and brainstorming