Hugging Face, multimodality, data and model auditing, ethics review, adversarial testing, attention as more and less than you ever needed, neural information retrieval, philosophy of mind and consciousness, augmenting human creativity, openness in science, and a defininitive guide to pronouncing Douwe.

Transcript: https://web.stanford.edu/class/cs224u/podcast/kiela/

• Douwe's website
• Hugging Face
• Grounding semantics in olfactory perception
• Model Cards for Model reporting
• Datasheets for datasets
• Dynabench
• Hugging Face Spaces
• http://www.isattentionallyouneed.com
• The Annotated S4
• Retrieval-Augmented Generation for knowledge-intensive NLP tasks
• Language models as slightly consciousness
• Fields of wheat as slightly pasta
• True few-shot learning with language models
• https://believermag.com/ghosts/
• I Am A Strange Loop
• AI Dungeon
• LIGHT
• Good first issue