3 papers
cs.CL2026
What's in a Name? Morphological Shortcuts by LLMs in Pharmacology
Kaijie Mo, Thomas Yang, Chantal Shaib +6
The morphological form of a word can often give cues to its meaning, but purely relying on these mappings can lead to overgeneralization in high-stakes domains. In the medical doma…
cs.CL2026
Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical Evidence
Kaijie Mo, Siddhartha Venkatayogi, Chantal Shaib +4
In high-stakes domains like medicine, it may be generally desirable for models to faithfully adhere to the context provided. But what happens if the context does not align with mod…
cs.CL2025
Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models?
Zhihui Yang, Yupei Wang, Kaijie Mo +2
Despite significant progress in multimodal language models (LMs), it remains unclear whether visual grounding enhances their understanding of embodied knowledge compared to text-on…