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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

S. Rustamov

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Open access Jul 2026

Deep learning-based extractive and abstractive summarization for the Azerbaijani language

A systematic evaluation of both extractive methods based on sentence ranking and an abstractive approach using a fine-tuned mT5-base model for Azerbaijani text summarization yields strong results that highlight the benefits of task specific fine-tuning for abstractive summarization, while also demonstrating the competitiveness of extractive baselines.

Mir Amir Pashayev, S. Rustamov · 0 citations
Preprint Aug 2026

Language Equality has a Price: A Systematic Investigation of Multi-turn LLM Performance for EU-24+

Evaluating nine open-weight and commercial LLMs, it is found that no open-weight model covers the EU-24 well: in every official language both commercial systems outscore every open-weight model, and the two weakest average below 40 points across the EU-24.

Sherzod Hakimov, Karl Osswald, Eszter Jelle Psurek et al. · 0 citations

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