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Ep. 93 - December 26, 2023

Episode 93 of the TechcraftingAI NLP podcast, hosted by Brad Edwards, titled "Ep. 93 - December 26, 2023" was published on December 27, 2023 and runs 17 minutes.

December 27, 2023 ·17m · TechcraftingAI NLP

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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.

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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