LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscape
Hita Kambhamettu, Bhavana Dalvi Mishra, Andrew Head, Jonathan Bragg, Aakanksha Naik, Joseph Chee Chang, Pao Siangliulue

TL;DR
LitPivot is a novel tool that supports researchers in developing research ideas by dynamically integrating literature review and critique, enabling iterative idea refinement based on relevant literature.
Contribution
LitPivot introduces literature-initiated pivots and a system that dynamically retrieves relevant papers to assist in idea development and critique.
Findings
Researchers produced higher-rated ideas with better understanding of literature.
LitPivot facilitated iterative evolution of research ideas.
The system supports concurrent drafting and vetting of ideas.
Abstract
Developing a novel research idea is hard. It must be distinct enough from prior work to claim a contribution while also building on it. This requires iteratively reviewing literature and refining an idea based on what a researcher reads; yet when an idea changes, the literature that matters often changes with it. Most tools offer limited support for this interplay: literature tools help researchers understand a fixed body of work, while ideation tools evaluate ideas against a static, pre-curated set of papers. We introduce literature-initiated pivots, a mechanism where engagement with literature prompts revision to a developing idea, and where that revision changes which literature is relevant. We operationalize this in LitPivot, where researchers concurrently draft and vet an idea. LitPivot dynamically retrieves clusters of papers relevant to a selected part of the idea and proposes…
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