Hajishirzi on Knowledge-Rich General-Purpose NLP @ NAACL 2022
NLP
knowledge graphs
conference
NAACL
Hannaneh Hajishirzi at SUKI on building general-purpose, knowledge-rich NLP — Meta-ICL, TK-Instruct, GKP.

Professor Hannaneh Hajishirzi (University of Washington, Allen Institute for AI (AI2)) gave an invited talk at SUKI Workshop @ NAACL2022 on building general-purpose and knowledge-rich NLP models.
- Meta-ICL uses meta-training to learn tasks from demonstrations. https://arxiv.org/abs/2110.15943
- TK-Instruct uses knowledge from instructions of related tasks. https://arxiv.org/abs/2204.07705
- GKP uses prompting to generate knowledge from LLMs. https://arxiv.org/abs/2110.08387
SUKI Workshop @ NAACL2022: https://suki-workshop.github.io/
Originally posted on LinkedIn.