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)
- Prompting strategies and optimizations for improving in-context learning in large language models
- Evaluating reasoning, consistency, and faithfulness in large language models through testing frameworks and diagnostic datasets
- Detecting and mitigating biases in large language models across domains like law, science, and politics
- Enhancing large language model capabilities for specialized domains like programming, chemistry, and medicine
- Studying large language model capabilities and limitations in open-ended tasks like story understanding, creative problem solving, and modeling human dynamics
