TechcraftingAI NLP

Ep. 40 - November 2, 2023

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arXiv research summaries for Computation and Language from November 2, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Enhancing NLP models with external knowledge through techniques like prompting and knowledge injection.
  • Analyzing model performance on challenging linguistic examples that reveal nuances like syntactic dependencies or semantic inconsistencies.
  • Developing methods to control model behavior, like refusal mechanisms and evaluating consistency.
  • Leveraging generative capabilities for applications like data augmentation and topic modeling.
  • Adapting models to new domains/languages, via transfer learning and multitask training.
    • ...more
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    TechcraftingAI NLPBy Brad Edwards