Author

Adelaide Danilov

Observed name: Danilov, Adelaide

Institutions: University of Luxembourg, Arbed (Luxembourg)

Observed institutions: University of Luxembourg, Arbed (Luxembourg)

OpenAlex ID: A5128428219

From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA

2026 · Nourbakhsh, Aria, Danilov, Adelaide, et al. · arXiv (Cornell University)

Sparse Autoencoders for Mechanistic Interpretability in NLP: A Critical Survey of Recoverability, Interpretability, and Utility

2026 · Lamsiyah, Salima, Danilov, Adelaide, et al. · arXiv (Cornell University)

"Many Are My Names": The Anatomy of the Assistant and Its Personas via Sparse Autoencoders

2026 · Danilov, Adelaide, Nourbakhsh, Aria, et al. · arXiv (Cornell University)

CSULoRA: Closest Safe Update Low-Rank Adaptation

2026 · Breneur, Oleksandr Marchenko, Danilov, Adelaide, et al. · arXiv (Cornell University)

Evaluating explainable AI attribution methods in neural machine translation via attention-guided knowledge distillation

2026 · Aria Nourbakhsh, Salima Lamsiyah, et al. · Natural language processing.

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection

2026 · Nourbakhsh, Aria, Danilov, Adelaide, et al. · arXiv (Cornell University)

Evaluating Explainable AI Attribution Methods in Neural Machine Translation via Attention-Guided Knowledge Distillation

2026 · Nourbakhsh, Aria, Lamsiyah, Salima, et al. · arXiv (Cornell University)

NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution

2026 · Breneur, Oleksandr Marchenko, Danilov, Adelaide, et al. · arXiv (Cornell University)

Cluster Purge Loss: Structuring Transformer Embeddings for Equivalent Mutants Detection

2026 · Adelaide Danilov, Aria Nourbakhsh, et al. · International Conference on Agents and Artificial Intelligence (ICAART)

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection

2026 · Nourbakhsh, Aria, Danilov, Adelaide, et al.

NotAI.AI: An Interactive Explainable System for AI-Generated Text Detection

2026 · Oleksandr Marchenko Breneur, Adelaide Danilov, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)

Works count: 12

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