weekly_arxiv
- Main Export Link: https://export.arxiv.org/api/query?search_query=all:llms&sortBy=lastUpdatedDate&sortOrder=descending&max_results=200
Usage
- run
python download_latest.py - it will update
output.md
You can modify the link in the script to change the search term, sorting, and limits in the URL
Claude Prompting
Claude has 100k token window, which makes it useful for surveying the resulting documents
Identifying trends
Copy and paste the Markdown into Claude and then use this to get a list of trends
Can you please characterize the major trends in the latest LLM research. ONLY use the material I have given you here. The goal is to summarize the last week of LLM research.
Listing out papers for specific trends
Once you identify trends, you can use this example. In this case I was asking about benchmarks.
Please write a summary of the benchmarking trends as elucidated by the text I gave you. The summary should be in the format of a complete paragraph followed by a list of key innovations. Each item in the list should include the paper link and paper title, along with a brief description of the innovation. Make sure you only pull from the information I gave you in this conversation.