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cs.CL2026
Generating Edit-Inducing Questions for AI Research Manuscripts
Sebastian Joseph, Zichao Wang, Jennifer Healey +3
We study the ability of LLMs to generate edit-inducing questions whose answer will improve a paper draft. On a dataset of paired submission and camera-ready papers from ICLR and Ne…
cs.HC2026
LinkNav: Surfacing Interconnected Information in Scientific Articles
Sebastian Joseph, Jennifer Healey, Junyi Jessy Li +1
We present LinkNav, an enhanced experience for reading academic papers which makes explicit connections between related but non-adjacent passages. To create the experience, we inst…
cs.CL2026
Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA
Jinyan Su, Jennifer Healey
Pluralistic alignment requires systems to adapt to diverse user values, communication styles, and contextual assumptions. We believe that a foundational prerequisite for such align…