Shelagh Mulvaney

According to our database, Shelagh Mulvaney authored at least 3 papers in 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models.

Weixin Liu, Congning Ni, Shelagh Mulvaney, Susannah L. Rose, Murat Kantarcioglu, Bradley A. Malin, Zhijun Yin

CoRR, May, 2026

Disentangling Prompt Element Level Risk Factors for Hallucinations and Omissions in Mental Health LLM Responses.

Congning Ni, Sarvech Qadir, Bryan D. Steitz, Mihir Sachin Vaidya, Qingyuan Song, Lantian Xia, Shelagh Mulvaney, Siru Liu, Hyeyoung Ryu, Leah Hecht, Amy Bucher, Christopher Symons, Laurie L. Novak, Susannah L. Rose, Murat Kantarcioglu, Bradley A. Malin, Zhijun Yin

CoRR, April, 2026

Beyond the Response: Examining Reasoning and Execution Fidelity in Large Language Models for Mental Health.

Sarvech Qadir, Congning Ni, Mihir Sachin Vaidya, Hyeyoung Ryu, Shelagh Mulvaney, Murat Kantarcioglu, Laurie Lovett Novak, Bradley A. Malin, Susannah Leigh Rose, Zhijun Yin

Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, 2026