LitPivot lets researchers reshape ideas with live literature feedback
What is LitPivot: Developing research ideas through dynamic contextualization within the literature landscape?
LitPivot is a web tool that surfaces relevant papers as you draft a research proposal, shows excerpts that critique your idea, and proposes concrete revisions. It keeps the literature and the proposal tightly linked so you can pivot your direction on the fly.
Who it is for
Researchers and graduate students can use it to ground early-stage ideas in existing work and spot novel angles before writing a paper.
How to try it
Open the demo on the Hugging Face blog at https://huggingface.co/blog/allenai/litpivot