I ran an experiment with AI2 Asta's DataVoyager tool, which is now available to the public. I uploaded a public Kaggle dataset of 10,000 Arxiv AI papers:
https://www.kaggle.com/datasets/yasirabdaali/arxivorg-ai-research-papers-dataset
My query, "Analyze the summary column and identify topic trends in this paper collection." and results are below:
https://asta.allen.ai/share/d7a53d94-cf6e-4c94-b28d-7c2cbf88df32
