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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

Maryam Amirizaniani

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Book Open access Jul 2026

TopicTune: A Topic Alignment Approach to Improve LLMs Reasoning on Social Questions

Large Language Models (LLMs) have demonstrated widespread utility in various tasks, including reasoning over social questions. While LLMs are primarily designed for open-domain applications, recent efforts have adapted them for closed-domain tasks in fields like finance and healthcare to enhance relevance and precision...

Maryam Amirizaniani, Baktash Ansari, Chirag Shah et al. · 0 citations
#natural language process... Jun 2026

Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models

It is argued that reference-based similarity rewards a fluent, comprehensive critique style rather than the selectivity and specificity of human critique, and that reference-based similarity gives a misleading picture.

Sajjad Ghiasvand, Maryam Amirizaniani, Haniyeh Ehsani Oskouie et al. · 1 citation

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