5 papers
Bypassing AI Control Protocols via Agent-as-a-Proxy Attacks
Jafar Isbarov, Murat Kantarcioglu
As AI agents automate critical workloads, they remain vulnerable to indirect prompt injection (IPI) attacks. Current defenses rely on monitoring protocols that jointly evaluate an…
TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages
Jafar Isbarov, Arofat Akhundjanova, Mammad Hajili +13
Being able to thoroughly assess massive multi-task language understanding (MMLU) capabilities is essential for advancing the applicability of multilingual language models. However,…
Comparison of algorithms used in single-cell transcriptomic data analysis
Jafar Isbarov, Elmir Mahammadov
Single-cell analysis is an increasingly relevant approach in "omics'' studies. In the last decade, it has been applied to various fields, including cancer biology, neuroscience, an…
Enhanced document retrieval with topic embeddings
Kavsar Huseynova, Jafar Isbarov
Document retrieval systems have experienced a revitalized interest with the advent of retrieval-augmented generation (RAG). RAG architecture offers a lower hallucination rate than…
Open foundation models for Azerbaijani language
Jafar Isbarov, Kavsar Huseynova, Elvin Mammadov +2
The emergence of multilingual large language models has enabled the development of language understanding and generation systems in Azerbaijani. However, most of the production-gra…