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#framework-architecture News & Analysis

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

2 articles
AINeutralarXiv – CS AI · Apr 146/10
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CFMS: A Coarse-to-Fine Multimodal Synthesis Framework for Enhanced Tabular Reasoning

Researchers introduce CFMS, a two-stage framework combining multimodal large language models with symbolic reasoning to improve tabular data comprehension for question answering and fact verification tasks. The approach achieves competitive results on WikiTQ and TabFact benchmarks while demonstrating particular robustness with large tables and smaller model architectures.

AINeutralarXiv – CS AI · Mar 94/10
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A Reference Architecture of Reinforcement Learning Frameworks

Researchers propose a reference architecture for reinforcement learning frameworks after analyzing 18 state-of-the-practice implementations. The study identifies recurring architectural components and relationships to establish a common basis for comparison, evaluation, and integration across RL frameworks.