3 papers
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…
cs.CL2025
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text
Jennifer Healey, Laurie Byrum, Md Nadeem Akhtar +2
LLM evaluation is challenging even the case of base models. In real world deployments, evaluation is further complicated by the interplay of task specific prompts and experiential…