Is your feature request related to a problem? Please describe.
The volume of articles that are published in ML/AI make individual annotation of all recent articles one by one infeasible. An automated way of identifying the most important articles and summarizing they key takeaways of recent articles to identify those articles that more time should be spend on is needed.
Describe the solution you'd like
Integration with recent LLMs and prompts to allow researchers to query a single or multiple articles.
Describe alternatives you've considered
SemanticScholar has a nice example for single articles where they allow the user to ask questions to an LLM using free form text. However, the solution is only available on an article by article basis and cannot be used over groups of articles.
Additional context (optional)
Potential questions:
- "Summarize all five of these articles. Please provide 1 to 3 bullet points explaining the unique approach of each article."
- "Please provide 5 bullet points for how the algorithms in these two articles are similar and 5 bullet points for how the algorithms in these two articles are different".
Please note that this feature is NOT urgent, but something for us to think about.
Is your feature request related to a problem? Please describe.
The volume of articles that are published in ML/AI make individual annotation of all recent articles one by one infeasible. An automated way of identifying the most important articles and summarizing they key takeaways of recent articles to identify those articles that more time should be spend on is needed.
Describe the solution you'd like
Integration with recent LLMs and prompts to allow researchers to query a single or multiple articles.
Describe alternatives you've considered
SemanticScholar has a nice example for single articles where they allow the user to ask questions to an LLM using free form text. However, the solution is only available on an article by article basis and cannot be used over groups of articles.
Additional context (optional)
Potential questions:
Please note that this feature is NOT urgent, but something for us to think about.