TechcraftingAI NLP

Ep. 43 - November 6, 2023

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arXiv research summaries for Computation and Language from November 6, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Improving text-to-SQL and knowledge base question answering with large language models via in-context learning.
  • Leveraging large language models for zero-shot bilingual app review mining and abstractive summarization.
  • Detecting artificially generated text with efficient model ensembles.
  • Incorporating categorical labels and syntactic information to enhance biomedical named entity recognition.
  • Analyzing model architectures for modeling human annotation variation and subjectivity in tasks like argument quality assessment.
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    TechcraftingAI NLPBy Brad Edwards