The blur effect that shows up when you start chatting is very annoying -- I want to be able to see the details of the paper so I can ask about them!
Good point, we're updating now.
Readit NewsSince the point of a title and abstract of a paper is to be a useful summary of the whole paper, the existence of this tool is an indictment of researchers to do this effectively.
One thing I could imagine being useful is to summarize it for a lay audience (rather than the intended audience of the paper).
That is what it tries to do, the title, bulletpoints, summary and 'FAQs' try to simplify the paper, but LLMs are hard to tame when given an entire paper in the context window.
not crazy with some of the results, e.g., https://www.bulletpapers.ai/paper/1d002187-927d-6775-94e2-a4...
- Bulletpapers title: Using robots to map and digitize construction sites
- Paper title: Multi-agent robotic systems and exploration algorithms: Applications for data collection in construction sites
- Bullets / Key Details: + Proposes methodology for multi-robot systems in construction sites + Robots use exploration algorithms to navigate autonomously + Information from building plans guides exploration + Robots digitize environments by 3D scanning as they explore + System is robust, efficient, requires minimal human involvement
- Generated Summary: This paper proposes using multiple robots with different capabilities working together to map and digitize construction sites. The robots use exploration algorithms to autonomously navigate and scan the environment. Information from building plans helps guide the exploration. The multi-robot system is robust, efficient, and requires minimal human involvement.
This all reads like the info was gathered from the abstract instead of the paper itself....that said, this is good AI generation info for IEEE explore to implement i guess
Agreed. It was built in 24 hours, and not as perfect as we'd like, but it does actually take the entire paper as context - the models aren't there yet, but we're going to keep refining this until it's super useful.
https://www.bulletpapers.ai/paper/1edec37d-e8c5-43ab-bfec-90...
I really like the Japanese / anime style.
Primarily the model is trying to generate “abstract publication cover art for a research paper covering the following topics…”.