Papers with MyriadLAMA
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models (2024.findings-emnlp)
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| Challenge: | Language models often exhibit factual hallucination issue, exhibiting factual factual knowledge-grounded sentences. |
| Approach: | They introduce a knowledge probing benchmark to evaluate the knowledge recall ability of pre-trained language models from diverse perspectives. |
| Outcome: | The proposed benchmark evaluates the knowledge recall ability of encoder- and decoder-based pre-trained language models from diverse perspectives. |