TechcraftingAI NLP

Ep. 98 - December 31, 2023

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arXiv NLP research summaries for December 31, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Multi-modal intent detection using shallow-to-deep interaction frameworks and data augmentation.
  • Knowledge-based question answering by decomposing questions, retrieving entities, and reasoning over knowledge graphs.
  • Specializing large language models for domain-specific tasks like geoscience through further pretraining and instruction tuning.
  • Evaluating language models more robustly using diverse prompts and tailored metrics for specific use cases.
  • Incorporating personality, persona, and profile modeling into conversational agents and chatbots.
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    TechcraftingAI NLPBy Brad Edwards