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cs.AI2026
Separating Prompt Harmfulness from Interaction Safety via Partial Generation
Ram Vikas Mishra, Shashank Aggarwal, Jahnavi Kumar +1
LLM-based information systems need safety guardrails. Most guardrails classify the prompt alone. If the prompt looks harmful, the system rejects it before any answer is generated.…
cs.LG2026
Improving the Performance of Compressed Transformers with Post-Hoc Embedding Alignment
Rohit Raj Rai, Abhishek Dhaka, Amit Awekar
Model compression is necessary for deployment of transformer models in resource-constrained environments. However, compression reduces the performance of transformer models on down…