Closed ijyliu closed 10 months ago
Final plan, no more screwing around.
Do this all on one day:
Inspiring note: the actual scrape date for semantic scholar doesn't matter as much, as long as we set the end_date to "today". The citations per day figure will be appropriately adjusted.
Task completed, will start a new issue for choosing methods
Create a long list of prompt engineering techniques and evaluate their online popularity. Be very careful with minor string differences - "chain-of-thought" versus "chain of thought" versus "CoT", etc.
Reddit
Just use the search function to look for number of posts, or scrape posts
Here are the largest communities:
https://www.reddit.com/r/PromptEngineering/
https://www.reddit.com/r/ChatGPT/
https://www.reddit.com/r/ChatGPTPromptGenius/
https://www.reddit.com/r/PromptDesign/
Google Trends
https://trends.google.com/trends/explore?geo=US&hl=en-US
Google Scholar
Just check the number of citations on the original paper. Potentially do citations per month since release to adjust for recency.