TechcraftingAI NLP

Ep. 93 - December 26, 2023

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arXiv NLP research summaries for December 26, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Improving language models through techniques like contrastive learning, knowledge distillation, and compositional training.
  • Leveraging knowledge graphs and retrieval to enhance reasoning capabilities of language models.
  • Developing language models for new languages and domains like Uzbek and computer security.
  • Mitigating issues with language models like hallucination and backdoor attacks.
  • Applying language models to tasks like medical report generation, temporal knowledge graphs, and scientific information extraction.
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    TechcraftingAI NLPBy Brad Edwards