TechcraftingAI NLP

Ep. 71 - December 4, 2023

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arXiv NLP research summaries for December 4, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Evaluating language models on ability to generate educational math questions and solve programming problems.
  • Techniques to improve language model reasoning like providing additional context, communication between models, and self-critiquing outputs.
  • Methods to detect machine generated text and model grounding abilities.
  • Understanding media coverage patterns and news ecosystem dynamics with article similarity models.
  • Leveraging open source code to train performant and unbiased language models for code.
    • ...more
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    TechcraftingAI NLPBy Brad Edwards