3 papers
cs.HC2026
Process-Oriented Evaluation of AI-Assisted Scientific Writing
Patrick Queiroz Da Silva, Sanchaita Hazra, Doeun Lee +2
Bad writing hinders the publication of science. The role of artificial intelligence (AI) in generating and editing scientific texts remains unsettled. Abstracts serve as the critic…
cs.AI2026
ScholarEval: Research Idea Evaluation Grounded in Literature
Hanane Nour Moussa, Patrick Queiroz Da Silva, Daniel Adu-Ampratwum +7
As AI tools become increasingly common for research ideation, robust evaluation is critical to ensure the validity and usefulness of generated ideas. We introduce ScholarEval, a re…
cs.CL2025
Steering off Course: Reliability Challenges in Steering Language Models
Patrick Queiroz Da Silva, Hari Sethuraman, Dheeraj Rajagopal +2
Steering methods for language models (LMs) have gained traction as lightweight alternatives to fine-tuning, enabling targeted modifications to model activations. However, prior stu…