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cs.LG2026
Minimizing Targeted Activations: Input-Only Suppression of Evaluation-Awareness Latents in Large Language Models
Deepanshu Mody, Samarth Agarwal, Utkarsh Mittal +1
Activation steering controls model behavior by editing internal activations at inference time. We study its input-side dual: optimizing a fluent prompt so that a chosen internal la…
cs.LG2020
Generation of complex database queries and API calls from natural language utterances
Amol Kelkar, Nachiketa Rajpurohit, Utkarsh Mittal +1
Generating queries corresponding to natural language questions is a long standing problem. Traditional methods lack language flexibility, while newer sequence-to-sequence models re…