William Beckhauser

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Boosting not so Large Language Models by using Knowledge Graphs and Reinforcement Learning

AI Research
LLM Knowledge Graph

This presentation explores a novel approach to enhancing smaller language models through the integration of knowledge graphs and reinforcement learning. We demonstrate how this combination can significantly improve model performance while maintaining computational efficiency.

Key Topics

  • Knowledge graph integration with language models
  • Reinforcement learning for model optimization
  • Performance improvements in smaller models
  • Practical applications and case studies

Location and Date

SBBD
Florianópolis, Brazil
2024