GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?

We propose QA & dialogue benchmarks that are continuously and automatically updated to assess whether LLMs can handle evolving knowledge. By making LLMs evaluate their confidence, we enable RAG systems to adapt to new knowledge without retraining.

Recommended citation: Dayoon Ko, Jinyoung Kim, Hahyeon Choi, Gunhee Kim. (2024). "GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?" ACL 2024.
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