TechcraftingAI NLP

Ep. 49 - November 12, 2023

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arXiv research summaries for Computation and Language from November 12, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Enhancing reasoning capabilities of large language models through techniques like chain-of-thought prompting or multi-agent discussions.
  • Improving cross-lingual transferability of models through techniques like knowledge sharing, alignment, and calibration.
  • Evaluating alignment of large language models with human values through adversarial evaluation frameworks.
  • Incorporating knowledge graphs and ontologies to inject external knowledge and improve language model pretraining.
  • Leveraging speech information and other multimodal signals in addition to text to enhance language model capabilities.
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    TechcraftingAI NLPBy Brad Edwards