Agam Goyal
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
NLP×2AI×2Society×2HCI×2Social Networks×1
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Research Timeline
2026
Inform, Coach, Relate, Listen: Auditing LLM Caregiving Support Roles
This study demonstrates that an LLM's assigned support role (e.g., Inform, Coach, Relate) significantly alters its safety profile and the types of risks it presents when assisting users in complex caregiving situations.
Toxic HallucinAItions: Perturbing Prompts and Tracing LLM Circuits
The paper demonstrates that increasing the toxicity of prompts significantly degrades the factual reliability of LLMs, a degradation linked to the selective amplification of perturbation-sensitive nodes within the model's internal circuits.
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Papers
cs.CLcs.AIcs.CYRecentMay 29, 2026
Toxic HallucinAItions: Perturbing Prompts and Tracing LLM Circuits
The paper demonstrates that increasing the toxicity of prompts significantly degrades the factual reliability of LLMs, a degradation linked to the selective amplification of perturbation-sensitive nod…
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cs.HCcs.AIcs.CLRecentMay 28, 2026