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#knowledge-intensive News & Analysis

2 articles tagged with #knowledge-intensive. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 37/104
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RefTool: Reference-Guided Tool Creation for Knowledge-Intensive Reasoning

Researchers introduce RefTool, a framework that enables Large Language Models to create and use external tools by leveraging reference materials like textbooks. The system outperforms existing methods by 12.3% on average across scientific reasoning tasks and shows promise for broader applications.

AINeutralarXiv – CS AI · Jun 26/10
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Knowledge-Intensive Video Generation

Researchers introduce KIVI, a benchmark and evaluation framework for assessing knowledge-intensive video generation from information-seeking prompts. The study reveals that current state-of-the-art video generation models still significantly underperform humans in factuality, visual accuracy, and instructional clarity.