arXiv research summaries for Computation and Language from November 12, 2023. You can find summaries and links to each article here.
Today's research themes (AI summary)
- Enhancing reasoning capabilities of large language models through techniques like chain-of-thought prompting or multi-agent discussions.
- Improving cross-lingual transferability of models through techniques like knowledge sharing, alignment, and calibration.
- Evaluating alignment of large language models with human values through adversarial evaluation frameworks.
- Incorporating knowledge graphs and ontologies to inject external knowledge and improve language model pretraining.
- Leveraging speech information and other multimodal signals in addition to text to enhance language model capabilities.
