Non-Linear Inference Time Intervention: Improving LLM Truthfulness. - Jakub Hoscilowicz; Adam Wiacek; Jan Chojnacki; Adam Cieslak; Leszek Michon; Artur Janicki (INTERSPEECH, 2024)

NL-ITI: Optimizing Probing and Intervention for Improvement of ITI Method. - Jakub Hoscilowicz; Adam Wiacek; Jan Chojnacki; Adam Cieslak; Leszek Michon; Vitalii Urbanevych; Artur Janicki (CoRR, 2024)

Interpretable Risk Mitigation in LLM Agent Systems. - Jan Chojnacki (CoRR, 2025)