2 papers
cs.CL2026
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
Shuofei Qiao, Yunxiang Wei, Xuehai Wang +10
The rapid evolution of Large Language Models has catalyzed a surge in scientific idea production, yet this leap has not been accompanied by a matching advance in idea evaluation. T…
cs.CY2025
Topic-aware Large Language Models for Summarizing the Lived Healthcare Experiences Described in Health Stories
Maneesh Bilalpur, Megan Hamm, Young Ji Lee +3
Storytelling is a powerful form of communication and may provide insights into factors contributing to gaps in healthcare outcomes. To determine whether Large Language Models (LLMs…