TechcraftingAI NLP

Ep. 53 - Part 2 - November 16, 2023

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arXiv research summaries for Computation and Language from November 16, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Evaluating LLMs on reasoning capabilities, instruction following and understanding complexity (e.g. math reasoning tests, temporal understanding)
  • Improving LLMs through pretraining techniques and prompting methods (e.g. sample selection strategies, controlling prompts)
  • Assessing generalization capabilities and bias in LLM evaluations (e.g. evaluating on diverse topics/datasets, test contamination)
  • Applying LLMs to enhance or generate text (e.g. summarization, translation, text generation from brain signals)
  • Analyzing vulnerabilities and ethical concerns around LLMs (e.g. jailbreaking attacks, evaluating safety)
    • ...more
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    TechcraftingAI NLPBy Brad Edwards