publications

2026

1. AAAI

   Polarity-Aware Probing for Quantifying Latent Alignment in Language Models

   Sabrina Sadiekh, Elena Ericheva, and Chirag Agarwal

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2026

   Bib

   

   @inproceedings{sadiekh2026polarity,
     title = {Polarity-Aware Probing for Quantifying Latent Alignment in Language Models},
     author = {Sadiekh, Sabrina and Ericheva, Elena and Agarwal, Chirag},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2026},
     address = {Singapore},
   }

2. ACL

   Towards Understanding the Robustness of Sparse Autoencoders

   Ahson Saiyed, Sabrina Sadiekh, and Chirag Agarwal

   In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, 2026

   Bib

   

   @inproceedings{saiyed2026robustness,
     title = {Towards Understanding the Robustness of Sparse Autoencoders},
     author = {Saiyed, Ahson and Sadiekh, Sabrina and Agarwal, Chirag},
     booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics},
     year = {2026},
     address = {San Diego, CA},
   }

3. arXiv

   GLiNER Guard: Unified Encoder Family for Production LLM Safety and Privacy

   B. Minko, Sabrina Sadiekh, and Evgeniy Kokuykin

   arXiv preprint, 2026

   Bib

   @article{minko2026glinernguard,
     title = {GLiNER Guard: Unified Encoder Family for Production {LLM} Safety and Privacy},
     author = {Minko, B. and Sadiekh, Sabrina and Kokuykin, Evgeniy},
     journal = {arXiv preprint},
     year = {2026},
   }

4. arXiv

   Cross-Lingual Jailbreak Detection via Semantic Codebooks

   Shirin Alanova, B. Minko, Sabrina Sadiekh, and 1 more author

   arXiv preprint, 2026

   Bib

   @article{alanova2026crosslingual,
     title = {Cross-Lingual Jailbreak Detection via Semantic Codebooks},
     author = {Alanova, Shirin and Minko, B. and Sadiekh, Sabrina and Kokuykin, Evgeniy},
     journal = {arXiv preprint},
     year = {2026},
   }