Papers by Jacek Wiland
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models (2024.findings-naacl)
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| Challenge: | Existing methods to evaluate LMs rely on objective function and are therefore limited to masked or causal LM types. |
| Approach: | They propose an approach that uses an LM’s inherent ability to estimate the log-likelihood of any given textual statement. |
| Outcome: | The proposed framework can probe for knowledge across different LM types. |