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Navigating the vast landscape of research papers, especially in the rapidly evolving field of artificial intelligence, can be a daunting task. With the recent partnership between SambaNova and Hugging Face, we have built a new tool to make this process significantly more manageable and interactive: Paper Central.
The Challenge of Keeping Up
The annual NeurIPS conference, for instance, presents over 4,500 papers, each contributing valuable insights into various aspects of machine learning and AI. This sheer volume makes it impossible for any individual to read and digest every paper thoroughly. Traditional methods of searching and summarizing papers often fall short, as they lack the depth and context that a human reader can provide.
Introducing Paper Central
Using the SambaNova-Gradio integration, the Hugging Face team has developed an application that allows you to easily browse all papers at NeurIPS as well as past conferences. Easily, sort by category or conference to find the last of papers that you are interested in reviewing.
Once you have found the papers of interest, you can easily Chat with each paper using Llama 3.1 70B running on SambaNova. Thanks to longer context length of the model and the faster inference capabilities by running on SambaNova, researchers have an amazing tool to quickly improve their understanding of the work without having to sift through every paper.
Here is an example where you can chat with the paper Task Me Anything:
https://huggingface-paper-central.hf.space/?tab=tab-chat-with-paper&paper_id=qeLh17biCr
Conclusion
The partnership between SambaNova and Hugging Face marks a significant milestone in the way we interact with research papers. By leveraging cutting-edge AI technologies, this new application makes it easier for researchers to stay updated, collaborate, and contribute to the ever-growing body of scientific knowledge. Whether you are a seasoned researcher or an enthusiast looking to dive into the world of AI, this tool is set to revolutionize your experience of engaging with research papers.
Try Paper Central Today: https://huggingface.co/spaces/huggingface/paper-central
