Soorya Ram Shimgekar
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
NLP×2AI×2Society×2HCI×2Social Networks×1
Frequent co-authors
Research Timeline
2026
LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback
The paper introduces LLUMI, an open-source framework that improves LLM writing assistance for mental health support using community feedback, demonstrating comparable performance to proprietary models while enhancing privacy.
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