arXiv NLP research summaries for November 22, 2023. You can find summaries and links to each article here.
Today's research themes (AI summary)
- Enhancing hallucination detection in large language models via uncertainty modeling and focused token analysis
- Evaluating calibration of aligned language models across training stages and tasks
- Optimizing open-source LLM instruction tuning through automatic dataset enhancement
- Comparing accuracy metrics for automated medical report generation
- Mitigating LLM hallucinations by incorporating factual knowledge graphs
