2 papers
cs.AI2026
Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems
Sebastián Andrés Cajas Ordóñez, Agastya Munnangi, Aldo Marzullo +13
Clinical decision support is moving toward committees of language-model agents deliberating on a shared workspace. We ask whether such committees can be gamed by shortcuts, cues a…
cs.AI2024
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization
Hannah K. Bako, Arshnoor Bhutani, Xinyi Liu +2
Automatically generating data visualizations in response to human utterances on datasets necessitates a deep semantic understanding of the data utterance, including implicit and ex…