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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

Yunjie Wang

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Book Open access Aug 2026

A Comprehensive Benchmark for Graph Textual Summarization

This paper introduces a novel task, graph textual summarization, which aims to generate natural language descriptions that capture both the semantic content and structural characteristics of graph data based on large language models (LLMs). Unlike traditional summarization tasks for text, images, or videos, summarizing...

Xiaoxuan Gou, Weiguo Zheng, Han-Qing Guo et al. · 0 citations
Book Open access Aug 2026

A Comprehensive Benchmark for Graph Textual Summarization

This paper develops a comprehensive benchmark construction framework and constructs three diverse benchmark datasets and proposes a unified evaluation framework that assesses both linguistic quality and factual consistency, providing a comprehensive approach to evaluating generated summaries for content fidelity and ac...

Xiaoxuan Gou, Weiguo Zheng, Hanqing Guo et al. · 0 citations

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