Papers with GrowOVER-QA
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? (2024.acl-long)
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| Challenge: | Existing knowledge-based datasets are outdated due to the rapid evolution of knowledge. |
| Approach: | They propose a retrieval-interactive language model framework that evaluates and reflects on its answers for further re-retrieval. |
| Outcome: | The proposed framework performs comparably to or surpasses continuously trained language models. |