Automatic Question-Answer Generation Challenges for Long-Tail Knowledge

The authors address the limitations of Large Language Models in handling long-tail knowledge in open-domain Question Answering. They propose an automatic approach to generate specialized QA datasets for tail entities and highlight the associated research challenges.