TechcraftingAI NLP

Ep. 48 - November 11, 2023

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arXiv research summaries for Computation and Language from November 11, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Improving language model performance on out-of-distribution data through techniques like counterfactual data augmentation.
  • Mitigating language model bias and toxicity at inference time without impacting translation quality.
  • Using prompts and demonstrations to enable few-shot learning for tasks like event extraction and question answering.
  • Analyzing model robustness through frameworks to systematically test perturbations and model variations.
  • Leveraging cross-lingual retrieval to improve multilingual model zero-shot performance.
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    TechcraftingAI NLPBy Brad Edwards