TechcraftingAI NLP

Ep. 35 - October 28, 2023

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arXiv research summaries for Computation and Language from October 28, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠.


Today's research themes (AI summary)

  • Improving efficiency and reducing computational costs of large language models through methods like early exiting and knowledge distillation.
  • Developing new datasets and models for low-resource languages and cross-lingual transfer, including for tasks like speech recognition and machine translation.
  • Detecting and mitigating biases in language models, including human-like biases that propagate from pre-trained models to downstream tasks like speech emotion recognition.
  • Advancing narrative and relational understanding capabilities of language models through new tasks, datasets and modular approaches.
  • Enhancing reasoning across modalities in language models, with a focus on integrating visual information from images with text for knowledge extraction and medical question answering.
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    TechcraftingAI NLPBy Brad Edwards